Overview

Dataset info

Number of variables 230
Number of observations 50000
Total Missing (%) 58.8%
Total size in memory 87.7 MiB
Average record size in memory 1.8 KiB

Variables types

Numeric 140
Categorical 38
Boolean 1
Date 0
Text (Unique) 0
Rejected 51
Unsupported 0

Warnings

  • Var1 is highly skewed (γ1 = 20.226) Skewed
  • Var1 has 49312 / 98.6% missing values Missing
  • Var10 has 48494 / 97.0% missing values Missing
  • Var10 has 912 / 1.8% zeros Zeros
  • Var100 has 49312 / 98.6% missing values Missing
  • Var100 has 629 / 1.3% zeros Zeros
  • Var101 has 49092 / 98.2% missing values Missing
  • Var102 has 49569 / 99.1% missing values Missing
  • Var103 is highly correlated with Var91 (ρ = 0.93935) Rejected
  • Var104 is highly correlated with Var96 (ρ = 0.92557) Rejected
  • Var105 is highly correlated with Var104 (ρ = 1) Rejected
  • Var106 has 48362 / 96.7% missing values Missing
  • Var106 has 1339 / 2.7% zeros Zeros
  • Var107 has 48494 / 97.0% missing values Missing
  • Var107 has 979 / 2.0% zeros Zeros
  • Var108 has 49312 / 98.6% missing values Missing
  • Var109 is highly correlated with Var83 (ρ = 0.91049) Rejected
  • Var11 has 48718 / 97.4% missing values Missing
  • Var110 has 49314 / 98.6% missing values Missing
  • Var111 has 48858 / 97.7% missing values Missing
  • Var112 is highly correlated with Var109 (ρ = 0.90236) Rejected
  • Var113 has 956 / 1.9% zeros Zeros
  • Var114 has 48716 / 97.4% missing values Missing
  • Var114 has 609 / 1.2% zeros Zeros
  • Var115 is highly correlated with Var105 (ρ = 0.98142) Rejected
  • Var116 has 49312 / 98.6% missing values Missing
  • Var116 has 676 / 1.4% zeros Zeros
  • Var117 has 48362 / 96.7% missing values Missing
  • Var117 has 907 / 1.8% zeros Zeros
  • Var118 has 49853 / 99.7% missing values Missing
  • Var119 is highly correlated with Var6 (ρ = 0.92262) Rejected
  • Var12 has 49435 / 98.9% missing values Missing
  • Var120 is highly correlated with Var103 (ρ = 0.90488) Rejected
  • Var121 has 49312 / 98.6% missing values Missing
  • Var122 has 48716 / 97.4% missing values Missing
  • Var122 has 1264 / 2.5% zeros Zeros
  • Var123 is highly correlated with Var83 (ρ = 0.93006) Rejected
  • Var124 has 48362 / 96.7% missing values Missing
  • Var124 has 1241 / 2.5% zeros Zeros
  • Var125 is highly skewed (γ1 = 27.679) Skewed
  • Var125 has 5623 / 11.2% missing values Missing
  • Var125 has 9877 / 19.8% zeros Zeros
  • Var126 has 13854 / 27.7% missing values Missing
  • Var127 has 48861 / 97.7% missing values Missing
  • Var127 has 646 / 1.3% zeros Zeros
  • Var128 is highly correlated with Var99 (ρ = 0.92095) Rejected
  • Var129 is highly correlated with Var66 (ρ = 0.96614) Rejected
  • Var13 has 5623 / 11.2% missing values Missing
  • Var13 has 12113 / 24.2% zeros Zeros
  • Var130 has 48718 / 97.4% missing values Missing
  • Var130 has 1102 / 2.2% zeros Zeros
  • Var131 has 49314 / 98.6% missing values Missing
  • Var131 has 544 / 1.1% zeros Zeros
  • Var132 has 5116 / 10.2% missing values Missing
  • Var132 has 36826 / 73.7% zeros Zeros
  • Var133 has 5116 / 10.2% missing values Missing
  • Var133 has 3847 / 7.7% zeros Zeros
  • Var134 has 5116 / 10.2% missing values Missing
  • Var134 has 6407 / 12.8% zeros Zeros
  • Var135 has 48362 / 96.7% missing values Missing
  • Var136 has 49318 / 98.6% missing values Missing
  • Var137 has 49314 / 98.6% missing values Missing
  • Var138 has 48362 / 96.7% missing values Missing
  • Var138 has 1633 / 3.3% zeros Zeros
  • Var139 has 48494 / 97.0% missing values Missing
  • Var139 has 797 / 1.6% zeros Zeros
  • Var14 is highly skewed (γ1 = 22.31) Skewed
  • Var14 has 48718 / 97.4% missing values Missing
  • Var14 has 1204 / 2.4% zeros Zeros
  • Var140 has 5623 / 11.2% missing values Missing
  • Var140 has 12869 / 25.7% zeros Zeros
  • Var141 has 50000 / 100.0% missing values Missing
  • Var141 has constant value Rejected
  • Var142 has 49314 / 98.6% missing values Missing
  • Var142 has 509 / 1.0% zeros Zeros
  • Var143 has 5116 / 10.2% missing values Missing
  • Var143 has 44463 / 88.9% zeros Zeros
  • Var144 has 5609 / 11.2% missing values Missing
  • Var144 has 13900 / 27.8% zeros Zeros
  • Var145 is highly correlated with Var128 (ρ = 1) Rejected
  • Var146 has 48494 / 97.0% missing values Missing
  • Var146 has 1218 / 2.4% zeros Zeros
  • Var147 has 48494 / 97.0% missing values Missing
  • Var147 has 526 / 1.1% zeros Zeros
  • Var148 is highly correlated with Var120 (ρ = 0.96116) Rejected
  • Var149 has 7239 / 14.5% missing values Missing
  • Var149 has 15889 / 31.8% zeros Zeros
  • Var15 has 50000 / 100.0% missing values Missing
  • Var15 has constant value Rejected
  • Var150 has 48362 / 96.7% missing values Missing
  • Var150 has 969 / 1.9% zeros Zeros
  • Var151 has 49139 / 98.3% missing values Missing
  • Var151 has 553 / 1.1% zeros Zeros
  • Var152 has 48362 / 96.7% missing values Missing
  • Var153 has 5116 / 10.2% missing values Missing
  • Var153 has 2123 / 4.2% zeros Zeros
  • Var154 has 49312 / 98.6% missing values Missing
  • Var155 has 48362 / 96.7% missing values Missing
  • Var155 has 1506 / 3.0% zeros Zeros
  • Var156 is highly correlated with Var129 (ρ = 0.96614) Rejected
  • Var157 is highly correlated with Var107 (ρ = 0.90082) Rejected
  • Var158 has 49092 / 98.2% missing values Missing
  • Var158 has 702 / 1.4% zeros Zeros
  • Var159 has 48716 / 97.4% missing values Missing
  • Var159 has 1009 / 2.0% zeros Zeros
  • Var16 has 48494 / 97.0% missing values Missing
  • Var160 is highly correlated with Var22 (ρ = 0.94747) Rejected
  • Var161 has 48362 / 96.7% missing values Missing
  • Var161 has 1314 / 2.6% zeros Zeros
  • Var162 has 48716 / 97.4% missing values Missing
  • Var162 has 777 / 1.6% zeros Zeros
  • Var163 has 5116 / 10.2% missing values Missing
  • Var163 has 13005 / 26.0% zeros Zeros
  • Var164 has 48362 / 96.7% missing values Missing
  • Var164 has 1339 / 2.7% zeros Zeros
  • Var165 has 49092 / 98.2% missing values Missing
  • Var165 has 702 / 1.4% zeros Zeros
  • Var166 is highly correlated with Var148 (ρ = 0.93591) Rejected
  • Var167 has 50000 / 100.0% missing values Missing
  • Var167 has constant value Rejected
  • Var168 has 49312 / 98.6% missing values Missing
  • Var169 has 50000 / 100.0% missing values Missing
  • Var169 has constant value Rejected
  • Var17 has 48362 / 96.7% missing values Missing
  • Var17 has 969 / 1.9% zeros Zeros
  • Var170 is highly correlated with Var115 (ρ = 0.96969) Rejected
  • Var171 has 48861 / 97.7% missing values Missing
  • Var172 has 48494 / 97.0% missing values Missing
  • Var173 is highly skewed (γ1 = 20.678) Skewed
  • Var173 has 5116 / 10.2% missing values Missing
  • Var173 has 44749 / 89.5% zeros Zeros
  • Var174 has 48362 / 96.7% missing values Missing
  • Var174 has 1004 / 2.0% zeros Zeros
  • Var175 has 50000 / 100.0% missing values Missing
  • Var175 has constant value Rejected
  • Var176 has 48718 / 97.4% missing values Missing
  • Var176 has 1139 / 2.3% zeros Zeros
  • Var177 has 48716 / 97.4% missing values Missing
  • Var177 has 799 / 1.6% zeros Zeros
  • Var178 is highly correlated with Var170 (ρ = 0.95071) Rejected
  • Var179 has 48362 / 96.7% missing values Missing
  • Var179 has 1341 / 2.7% zeros Zeros
  • Var18 has 48362 / 96.7% missing values Missing
  • Var18 has 1241 / 2.5% zeros Zeros
  • Var180 has 49312 / 98.6% missing values Missing
  • Var181 has 5116 / 10.2% missing values Missing
  • Var181 has 42072 / 84.1% zeros Zeros
  • Var182 has 48362 / 96.7% missing values Missing
  • Var182 has 730 / 1.5% zeros Zeros
  • Var183 has 48716 / 97.4% missing values Missing
  • Var183 has 858 / 1.7% zeros Zeros
  • Var184 is highly correlated with Var178 (ρ = 0.94399) Rejected
  • Var185 has 50000 / 100.0% missing values Missing
  • Var185 has constant value Rejected
  • Var186 has 49312 / 98.6% missing values Missing
  • Var186 has 506 / 1.0% zeros Zeros
  • Var187 has 49312 / 98.6% missing values Missing
  • Var188 has 48716 / 97.4% missing values Missing
  • Var189 has 28914 / 57.8% missing values Missing
  • Var19 has 48362 / 96.7% missing values Missing
  • Var19 has 1607 / 3.2% zeros Zeros
  • Var190 has 49652 / 99.3% missing values Missing
  • Var191 has 48861 / 97.7% missing values Missing
  • Var192 has a high cardinality: 367 distinct values Warning
  • Var194 has 37066 / 74.1% missing values Missing
  • Var197 has a high cardinality: 233 distinct values Warning
  • Var198 has a high cardinality: 4259 distinct values Warning
  • Var199 has a high cardinality: 5153 distinct values Warning
  • Var2 has 48716 / 97.4% missing values Missing
  • Var2 has 1280 / 2.6% zeros Zeros
  • Var20 has 50000 / 100.0% missing values Missing
  • Var20 has constant value Rejected
  • Var200 has 25288 / 50.6% missing values Missing
  • Var200 has a high cardinality: 15549 distinct values Warning
  • Var201 has 37066 / 74.1% missing values Missing
  • Var202 has a high cardinality: 5701 distinct values Warning
  • Var204 has a high cardinality: 102 distinct values Warning
  • Var205 has 1943 / 3.9% missing values Missing
  • Var206 has 5609 / 11.2% missing values Missing
  • Var209 has 50000 / 100.0% missing values Missing
  • Var209 has constant value Rejected
  • Var21 is highly skewed (γ1 = 94.289) Skewed
  • Var21 has 5609 / 11.2% missing values Missing
  • Var21 has 1738 / 3.5% zeros Zeros
  • Var212 has a high cardinality: 81 distinct values Warning
  • Var213 has 48858 / 97.7% missing values Missing
  • Var214 has 25288 / 50.6% missing values Missing
  • Var214 has a high cardinality: 15549 distinct values Warning
  • Var215 has 49318 / 98.6% missing values Missing
  • Var216 has a high cardinality: 2046 distinct values Warning
  • Var217 has 657 / 1.3% missing values Missing
  • Var217 has a high cardinality: 14101 distinct values Warning
  • Var218 has 657 / 1.3% missing values Missing
  • Var219 has 5263 / 10.5% missing values Missing
  • Var22 is highly correlated with Var21 (ρ = 1) Rejected
  • Var220 has a high cardinality: 4259 distinct values Warning
  • Var222 has a high cardinality: 4259 distinct values Warning
  • Var223 has 5263 / 10.5% missing values Missing
  • Var224 has 49145 / 98.3% missing values Missing
  • Var225 has 26019 / 52.0% missing values Missing
  • Var229 has 28432 / 56.9% missing values Missing
  • Var23 has 48494 / 97.0% missing values Missing
  • Var23 has 1057 / 2.1% zeros Zeros
  • Var230 has 50000 / 100.0% missing values Missing
  • Var230 has constant value Rejected
  • Var24 is highly skewed (γ1 = 67.958) Skewed
  • Var24 has 7239 / 14.5% missing values Missing
  • Var24 has 15889 / 31.8% zeros Zeros
  • Var25 is highly correlated with Var22 (ρ = 0.93372) Rejected
  • Var26 has 48494 / 97.0% missing values Missing
  • Var26 has 1479 / 3.0% zeros Zeros
  • Var27 has 48494 / 97.0% missing values Missing
  • Var27 has 1487 / 3.0% zeros Zeros
  • Var28 has 5119 / 10.2% missing values Missing
  • Var29 has 49312 / 98.6% missing values Missing
  • Var29 has 679 / 1.4% zeros Zeros
  • Var3 is highly skewed (γ1 = 20.619) Skewed
  • Var3 has 48718 / 97.4% missing values Missing
  • Var3 has 1063 / 2.1% zeros Zeros
  • Var30 has 49312 / 98.6% missing values Missing
  • Var31 has 50000 / 100.0% missing values Missing
  • Var31 has constant value Rejected
  • Var32 has 50000 / 100.0% missing values Missing
  • Var32 has constant value Rejected
  • Var33 has 49139 / 98.3% missing values Missing
  • Var33 has 553 / 1.1% zeros Zeros
  • Var34 has 48716 / 97.4% missing values Missing
  • Var34 has 1166 / 2.3% zeros Zeros
  • Var35 has 5116 / 10.2% missing values Missing
  • Var35 has 41135 / 82.3% zeros Zeros
  • Var36 has 48716 / 97.4% missing values Missing
  • Var36 has 720 / 1.4% zeros Zeros
  • Var37 has 48362 / 96.7% missing values Missing
  • Var37 has 1004 / 2.0% zeros Zeros
  • Var38 has 5116 / 10.2% missing values Missing
  • Var38 has 9104 / 18.2% zeros Zeros
  • Var39 has 50000 / 100.0% missing values Missing
  • Var39 has constant value Rejected
  • Var4 has 48362 / 96.7% missing values Missing
  • Var4 has 1619 / 3.2% zeros Zeros
  • Var40 is highly skewed (γ1 = 24.321) Skewed
  • Var40 has 48716 / 97.4% missing values Missing
  • Var40 has 858 / 1.7% zeros Zeros
  • Var41 is highly correlated with Var9 (ρ = 0.90932) Rejected
  • Var42 has 50000 / 100.0% missing values Missing
  • Var42 has constant value Rejected
  • Var43 is highly correlated with Var40 (ρ = 0.93836) Rejected
  • Var44 has 5116 / 10.2% missing values Missing
  • Var44 has 44219 / 88.4% zeros Zeros
  • Var45 has 49632 / 99.3% missing values Missing
  • Var46 is highly correlated with Var40 (ρ = 0.93351) Rejected
  • Var47 has 49314 / 98.6% missing values Missing
  • Var47 has 611 / 1.2% zeros Zeros
  • Var48 has 50000 / 100.0% missing values Missing
  • Var48 has constant value Rejected
  • Var49 has 48716 / 97.4% missing values Missing
  • Var49 has 1268 / 2.5% zeros Zeros
  • Var5 has 48494 / 97.0% missing values Missing
  • Var5 has 901 / 1.8% zeros Zeros
  • Var50 has 49314 / 98.6% missing values Missing
  • Var50 has 509 / 1.0% zeros Zeros
  • Var51 has 46399 / 92.8% missing values Missing
  • Var52 has 50000 / 100.0% missing values Missing
  • Var52 has constant value Rejected
  • Var53 has 49312 / 98.6% missing values Missing
  • Var54 has 48716 / 97.4% missing values Missing
  • Var54 has 639 / 1.3% zeros Zeros
  • Var55 has 50000 / 100.0% missing values Missing
  • Var55 has constant value Rejected
  • Var56 has 49325 / 98.7% missing values Missing
  • Var58 has 49312 / 98.6% missing values Missing
  • Var59 has 49145 / 98.3% missing values Missing
  • Var6 is highly skewed (γ1 = 99.882) Skewed
  • Var6 has 5609 / 11.2% missing values Missing
  • Var6 has 899 / 1.8% zeros Zeros
  • Var60 has 48494 / 97.0% missing values Missing
  • Var60 has 912 / 1.8% zeros Zeros
  • Var61 has 49139 / 98.3% missing values Missing
  • Var62 has 49435 / 98.9% missing values Missing
  • Var63 is highly correlated with Var9 (ρ = 0.91927) Rejected
  • Var64 has 49763 / 99.5% missing values Missing
  • Var65 has 5623 / 11.2% missing values Missing
  • Var66 is highly correlated with Var63 (ρ = 0.91928) Rejected
  • Var67 is highly skewed (γ1 = 23.673) Skewed
  • Var67 has 48494 / 97.0% missing values Missing
  • Var67 has 1500 / 3.0% zeros Zeros
  • Var68 is highly correlated with Var46 (ρ = 0.97838) Rejected
  • Var69 has 48494 / 97.0% missing values Missing
  • Var69 has 645 / 1.3% zeros Zeros
  • Var7 has 5623 / 11.2% missing values Missing
  • Var7 has 12869 / 25.7% zeros Zeros
  • Var70 has 48494 / 97.0% missing values Missing
  • Var70 has 913 / 1.8% zeros Zeros
  • Var71 is highly skewed (γ1 = 22.294) Skewed
  • Var71 has 48858 / 97.7% missing values Missing
  • Var72 has 22216 / 44.4% missing values Missing
  • Var74 is highly skewed (γ1 = 67.864) Skewed
  • Var74 has 5623 / 11.2% missing values Missing
  • Var74 has 20370 / 40.7% zeros Zeros
  • Var75 has 48716 / 97.4% missing values Missing
  • Var76 has 5116 / 10.2% missing values Missing
  • Var76 has 6879 / 13.8% zeros Zeros
  • Var77 is highly correlated with Var63 (ρ = 0.93313) Rejected
  • Var78 has 5116 / 10.2% missing values Missing
  • Var78 has 41034 / 82.1% zeros Zeros
  • Var79 has 50000 / 100.0% missing values Missing
  • Var79 has constant value Rejected
  • Var8 has 50000 / 100.0% missing values Missing
  • Var8 has constant value Rejected
  • Var80 has 48494 / 97.0% missing values Missing
  • Var80 has 1057 / 2.1% zeros Zeros
  • Var81 has 5609 / 11.2% missing values Missing
  • Var81 has 603 / 1.2% zeros Zeros
  • Var82 has 48362 / 96.7% missing values Missing
  • Var82 has 624 / 1.2% zeros Zeros
  • Var83 is highly correlated with Var22 (ρ = 0.93187) Rejected
  • Var84 has 48718 / 97.4% missing values Missing
  • Var84 has 1102 / 2.2% zeros Zeros
  • Var85 is highly skewed (γ1 = 60.548) Skewed
  • Var85 has 5116 / 10.2% missing values Missing
  • Var85 has 13005 / 26.0% zeros Zeros
  • Var86 has 49312 / 98.6% missing values Missing
  • Var87 has 49312 / 98.6% missing values Missing
  • Var88 has 48861 / 97.7% missing values Missing
  • Var89 has 49325 / 98.7% missing values Missing
  • Var9 has 49312 / 98.6% missing values Missing
  • Var90 has 49312 / 98.6% missing values Missing
  • Var90 has 684 / 1.4% zeros Zeros
  • Var91 is highly correlated with Var71 (ρ = 1) Rejected
  • Var92 has 49853 / 99.7% missing values Missing
  • Var93 has 48495 / 97.0% missing values Missing
  • Var94 has 22216 / 44.4% missing values Missing
  • Var94 has 534 / 1.1% zeros Zeros
  • Var95 has 48716 / 97.4% missing values Missing
  • Var95 has 988 / 2.0% zeros Zeros
  • Var96 is highly correlated with Var68 (ρ = 0.96232) Rejected
  • Var97 has 48494 / 97.0% missing values Missing
  • Var97 has 1365 / 2.7% zeros Zeros
  • Var98 has 49435 / 98.9% missing values Missing
  • Var99 is highly correlated with Var88 (ρ = 0.92095) Rejected

Variables

Var1
Numeric

Distinct count 18
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 11.767
Minimum 0
Maximum 1288
Zeros (%) 0.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 16
95-th percentile 40
Maximum 1288
Range 1288
Interquartile range 16

Descriptive statistics

Standard deviation 53.654
Coef of variation 4.5595
Kurtosis 470.15
Mean 11.767
MAD 14.142
Skewness 20.226
Sum 8096
Variance 2878.7
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 367 0.7%
 
8.0 145 0.3%
 
16.0 73 0.1%
 
24.0 39 0.1%
 
32.0 26 0.1%
 
48.0 10 0.0%
 
40.0 9 0.0%
 
56.0 4 0.0%
 
72.0 4 0.0%
 
80.0 3 0.0%
 
Other values (7) 8 0.0%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 367 0.7%
 
8.0 145 0.3%
 
16.0 73 0.1%
 
24.0 39 0.1%
 
32.0 26 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
120.0 1 0.0%
 
168.0 1 0.0%
 
248.0 1 0.0%
 
352.0 1 0.0%
 
1288.0 1 0.0%
 

Var10
Numeric

Distinct count 549
Unique (%) 1.1%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 360280
Minimum 0
Maximum 10861000
Zeros (%) 1.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 256090
95-th percentile 1886900
Maximum 10861000
Range 10861000
Interquartile range 256090

Descriptive statistics

Standard deviation 829520
Coef of variation 2.3024
Kurtosis 26.397
Mean 360280
MAD 516070
Skewness 4.0479
Sum 542590000
Variance 688100000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 912 1.8%
 
1555200.0 17 0.0%
 
777600.0 15 0.0%
 
2332800.0 6 0.0%
 
3110400.0 6 0.0%
 
1425636.0 3 0.0%
 
2439.0 2 0.0%
 
1425699.0 2 0.0%
 
378.0 2 0.0%
 
1080.0 2 0.0%
 
Other values (538) 539 1.1%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 912 1.8%
 
189.0 1 0.0%
 
378.0 2 0.0%
 
441.0 1 0.0%
 
855.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5070402.0 1 0.0%
 
5194611.0 1 0.0%
 
5443200.0 2 0.0%
 
6156108.0 1 0.0%
 
10861200.0 1 0.0%
 

Var100
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.82413
Minimum 0
Maximum 35
Zeros (%) 1.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 7
Maximum 35
Range 35
Interquartile range 0

Descriptive statistics

Standard deviation 3.1312
Coef of variation 3.7994
Kurtosis 37.265
Mean 0.82413
MAD 1.5069
Skewness 5.3061
Sum 567
Variance 9.8045
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 629 1.3%
 
7.0 44 0.1%
 
14.0 11 0.0%
 
21.0 2 0.0%
 
35.0 1 0.0%
 
28.0 1 0.0%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 629 1.3%
 
7.0 44 0.1%
 
14.0 11 0.0%
 
21.0 2 0.0%
 
28.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 44 0.1%
 
14.0 11 0.0%
 
21.0 2 0.0%
 
28.0 1 0.0%
 
35.0 1 0.0%
 

Var101
Numeric

Distinct count 27
Unique (%) 0.1%
Missing (%) 98.2%
Missing (n) 49092
Infinite (%) 0.0%
Infinite (n) 0
Mean 16.662
Minimum 0
Maximum 495
Zeros (%) 1.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 18
95-th percentile 72
Maximum 495
Range 495
Interquartile range 18

Descriptive statistics

Standard deviation 39.491
Coef of variation 2.3701
Kurtosis 56.375
Mean 16.662
MAD 20.043
Skewness 6.2856
Sum 15129
Variance 1559.5
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 479 1.0%
 
9.0 146 0.3%
 
18.0 96 0.2%
 
27.0 62 0.1%
 
36.0 33 0.1%
 
45.0 20 0.0%
 
72.0 12 0.0%
 
63.0 10 0.0%
 
54.0 9 0.0%
 
99.0 7 0.0%
 
Other values (16) 34 0.1%
 
(Missing) 49092 98.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 479 1.0%
 
9.0 146 0.3%
 
18.0 96 0.2%
 
27.0 62 0.1%
 
36.0 33 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
243.0 1 0.0%
 
270.0 2 0.0%
 
378.0 1 0.0%
 
468.0 1 0.0%
 
495.0 1 0.0%
 

Var102
Numeric

Distinct count 428
Unique (%) 0.9%
Missing (%) 99.1%
Missing (n) 49569
Infinite (%) 0.0%
Infinite (n) 0
Mean 28651
Minimum 0
Maximum 222250
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 161.91
Q1 4320.5
Median 19584
Q3 41851
95-th percentile 88453
Maximum 222250
Range 222250
Interquartile range 37531

Descriptive statistics

Standard deviation 30901
Coef of variation 1.0785
Kurtosis 4.4745
Mean 28651
MAD 23719
Skewness 1.6964
Sum 12349000
Variance 954850000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 4 0.0%
 
0.18 2 0.0%
 
26480.97 1 0.0%
 
23305.68 1 0.0%
 
44755.65 1 0.0%
 
3866.67 1 0.0%
 
26260.29 1 0.0%
 
434.52 1 0.0%
 
48780.9 1 0.0%
 
23823.99 1 0.0%
 
Other values (417) 417 0.8%
 
(Missing) 49569 99.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
0.18 2 0.0%
 
8.82 1 0.0%
 
9.45 1 0.0%
 
11.52 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
119244.6 1 0.0%
 
140112.0 1 0.0%
 
156618.0 1 0.0%
 
162592.2 1 0.0%
 
222249.6 1 0.0%
 

Var103
Highly correlated

This variable is highly correlated with Var91 and should be ignored for analysis

Correlation 0.93935

Var104
Highly correlated

This variable is highly correlated with Var96 and should be ignored for analysis

Correlation 0.92557

Var105
Highly correlated

This variable is highly correlated with Var104 and should be ignored for analysis

Correlation 1

Var106
Numeric

Distinct count 281
Unique (%) 0.6%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 41312
Minimum 0
Maximum 1884700
Zeros (%) 2.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 230990
Maximum 1884700
Range 1884700
Interquartile range 0

Descriptive statistics

Standard deviation 172910
Coef of variation 4.1855
Kurtosis 59.946
Mean 41312
MAD 70372
Skewness 7.0452
Sum 67669000
Variance 29898000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1339 2.7%
 
518400.0 11 0.0%
 
1814400.0 5 0.0%
 
259200.0 5 0.0%
 
777600.0 2 0.0%
 
1443.0 2 0.0%
 
34041.0 1 0.0%
 
76278.0 1 0.0%
 
201723.0 1 0.0%
 
31365.0 1 0.0%
 
Other values (270) 270 0.5%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1339 2.7%
 
147.0 1 0.0%
 
270.0 1 0.0%
 
465.0 1 0.0%
 
723.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1402293.0 1 0.0%
 
1583733.0 1 0.0%
 
1806174.0 1 0.0%
 
1814400.0 5 0.0%
 
1884741.0 1 0.0%
 

Var107
Numeric

Distinct count 27
Unique (%) 0.1%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.9183
Minimum 0
Maximum 435
Zeros (%) 2.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 3
95-th percentile 12
Maximum 435
Range 435
Interquartile range 3

Descriptive statistics

Standard deviation 17.959
Coef of variation 4.5833
Kurtosis 336.88
Mean 3.9183
MAD 5.32
Skewness 16.537
Sum 5901
Variance 322.52
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 979 2.0%
 
3.0 185 0.4%
 
6.0 145 0.3%
 
9.0 71 0.1%
 
12.0 51 0.1%
 
18.0 20 0.0%
 
15.0 13 0.0%
 
21.0 10 0.0%
 
24.0 7 0.0%
 
30.0 4 0.0%
 
Other values (16) 21 0.0%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 979 2.0%
 
3.0 185 0.4%
 
6.0 145 0.3%
 
9.0 71 0.1%
 
12.0 51 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
114.0 1 0.0%
 
171.0 1 0.0%
 
231.0 1 0.0%
 
351.0 1 0.0%
 
435.0 1 0.0%
 

Var108
Numeric

Distinct count 341
Unique (%) 0.7%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 171610
Minimum 0
Maximum 3908200
Zeros (%) 0.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 6964
Q3 162930
95-th percentile 732410
Maximum 3908200
Range 3908200
Interquartile range 162930

Descriptive statistics

Standard deviation 393200
Coef of variation 2.2913
Kurtosis 26.743
Mean 171610
MAD 219030
Skewness 4.5672
Sum 118070000
Variance 154610000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 318 0.6%
 
345600.0 18 0.0%
 
691200.0 10 0.0%
 
2419200.0 5 0.0%
 
24396.0 2 0.0%
 
50420.0 1 0.0%
 
125292.0 1 0.0%
 
152292.0 1 0.0%
 
4760.0 1 0.0%
 
271952.0 1 0.0%
 
Other values (330) 330 0.7%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 318 0.6%
 
24.0 1 0.0%
 
28.0 1 0.0%
 
112.0 1 0.0%
 
164.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2419200.0 5 0.0%
 
2419204.0 1 0.0%
 
2419800.0 1 0.0%
 
2926340.0 1 0.0%
 
3908200.0 1 0.0%
 

Var109
Highly correlated

This variable is highly correlated with Var83 and should be ignored for analysis

Correlation 0.91049

Var11
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 97.4%
Missing (n) 48718
Infinite (%) 0.0%
Infinite (n) 0
Mean 8.5866
Minimum 8
Maximum 32
Zeros (%) 0.0%

Quantile statistics

Minimum 8
5-th percentile 8
Q1 8
Median 8
Q3 8
95-th percentile 16
Maximum 32
Range 24
Interquartile range 0

Descriptive statistics

Standard deviation 2.52
Coef of variation 0.29348
Kurtosis 30.304
Mean 8.5866
MAD 1.1027
Skewness 5.0914
Sum 11008
Variance 6.3504
Memory size 390.7 KiB
Value Count Frequency (%)  
8.0 1205 2.4%
 
16.0 63 0.1%
 
24.0 11 0.0%
 
32.0 3 0.0%
 
(Missing) 48718 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
8.0 1205 2.4%
 
16.0 63 0.1%
 
24.0 11 0.0%
 
32.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
8.0 1205 2.4%
 
16.0 63 0.1%
 
24.0 11 0.0%
 
32.0 3 0.0%
 

Var110
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49314
Infinite (%) 0.0%
Infinite (n) 0
Mean 6.6035
Minimum 6
Maximum 24
Zeros (%) 0.0%

Quantile statistics

Minimum 6
5-th percentile 6
Q1 6
Median 6
Q3 6
95-th percentile 12
Maximum 24
Range 18
Interquartile range 0

Descriptive statistics

Standard deviation 2.2469
Coef of variation 0.34025
Kurtosis 20.308
Mean 6.6035
MAD 1.112
Skewness 4.2745
Sum 4530
Variance 5.0484
Memory size 390.7 KiB
Value Count Frequency (%)  
6.0 632 1.3%
 
12.0 41 0.1%
 
18.0 11 0.0%
 
24.0 2 0.0%
 
(Missing) 49314 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
6.0 632 1.3%
 
12.0 41 0.1%
 
18.0 11 0.0%
 
24.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
6.0 632 1.3%
 
12.0 41 0.1%
 
18.0 11 0.0%
 
24.0 2 0.0%
 

Var111
Numeric

Distinct count 801
Unique (%) 1.6%
Missing (%) 97.7%
Missing (n) 48858
Infinite (%) 0.0%
Infinite (n) 0
Mean 308770
Minimum 0
Maximum 3628800
Zeros (%) 0.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 97051
Q3 376950
95-th percentile 1322000
Maximum 3628800
Range 3628800
Interquartile range 376950

Descriptive statistics

Standard deviation 580080
Coef of variation 1.8787
Kurtosis 16.344
Mean 308770
MAD 334840
Skewness 3.7362
Sum 352620000
Variance 336500000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 318 0.6%
 
3628800.0 17 0.0%
 
518400.0 10 0.0%
 
429515.4 1 0.0%
 
169263.0 1 0.0%
 
429809.4 1 0.0%
 
73699.2 1 0.0%
 
1222728.0 1 0.0%
 
596602.8 1 0.0%
 
169176.0 1 0.0%
 
Other values (790) 790 1.6%
 
(Missing) 48858 97.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 318 0.6%
 
48.0 1 0.0%
 
222.0 1 0.0%
 
288.0 1 0.0%
 
570.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2812314.0 1 0.0%
 
2904774.0 1 0.0%
 
2934384.0 1 0.0%
 
2964504.0 1 0.0%
 
3628800.0 17 0.0%
 

Var112
Highly correlated

This variable is highly correlated with Var109 and should be ignored for analysis

Correlation 0.90236

Var113
Numeric

Distinct count 48424
Unique (%) 96.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -151110
Minimum -9492700
Maximum 10459000
Zeros (%) 1.9%

Quantile statistics

Minimum -9492700
5-th percentile -1635500
Q1 -177950
Median 28389
Q3 147180
95-th percentile 494650
Maximum 10459000
Range 19951000
Interquartile range 325120

Descriptive statistics

Standard deviation 763080
Coef of variation -5.0498
Kurtosis 20.172
Mean -151110
MAD 457840
Skewness -1.3457
Sum -7555600000
Variance 582300000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 956 1.9%
 
129293.2 3 0.0%
 
-440428.0 3 0.0%
 
119376.4 3 0.0%
 
84238.0 3 0.0%
 
76281.2 3 0.0%
 
141785.2 3 0.0%
 
96683.6 3 0.0%
 
74574.0 3 0.0%
 
121140.4 3 0.0%
 
Other values (48414) 49017 98.0%
 

Minimum 5 values

Value Count Frequency (%)  
-9492720.0 1 0.0%
 
-8847560.0 1 0.0%
 
-8674720.0 1 0.0%
 
-8525000.0 1 0.0%
 
-8503120.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9476920.0 1 0.0%
 
9840880.0 1 0.0%
 
10003240.0 1 0.0%
 
10171600.0 1 0.0%
 
10458760.0 1 0.0%
 

Var114
Numeric

Distinct count 672
Unique (%) 1.3%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 599780
Minimum 0
Maximum 3932800
Zeros (%) 1.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 12660
Q3 962400
95-th percentile 2663700
Maximum 3932800
Range 3932800
Interquartile range 962400

Descriptive statistics

Standard deviation 918130
Coef of variation 1.5308
Kurtosis 1.4699
Mean 599780
MAD 726140
Skewness 1.5709
Sum 770110000
Variance 842970000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 609 1.2%
 
172800.0 4 0.0%
 
345600.0 2 0.0%
 
1209600.0 2 0.0%
 
1015532.0 1 0.0%
 
1223168.0 1 0.0%
 
2970240.0 1 0.0%
 
502344.0 1 0.0%
 
2009200.0 1 0.0%
 
2644.0 1 0.0%
 
Other values (661) 661 1.3%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 609 1.2%
 
86.0 1 0.0%
 
94.0 1 0.0%
 
132.0 1 0.0%
 
228.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3629960.0 1 0.0%
 
3692780.0 1 0.0%
 
3735580.0 1 0.0%
 
3746360.0 1 0.0%
 
3932760.0 1 0.0%
 

Var115
Highly correlated

This variable is highly correlated with Var105 and should be ignored for analysis

Correlation 0.98142

Var116
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.061047
Minimum 0
Maximum 6
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.48174
Coef of variation 7.8914
Kurtosis 85.161
Mean 0.061047
MAD 0.11996
Skewness 8.7831
Sum 42
Variance 0.23208
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 676 1.4%
 
3.0 10 0.0%
 
6.0 2 0.0%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 676 1.4%
 
3.0 10 0.0%
 
6.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 676 1.4%
 
3.0 10 0.0%
 
6.0 2 0.0%
 

Var117
Numeric

Distinct count 701
Unique (%) 1.4%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 137370
Minimum 0
Maximum 2419200
Zeros (%) 1.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 126470
95-th percentile 732890
Maximum 2419200
Range 2419200
Interquartile range 126470

Descriptive statistics

Standard deviation 293520
Coef of variation 2.1367
Kurtosis 12.209
Mean 137370
MAD 188840
Skewness 3.1843
Sum 225010000
Variance 86152000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 907 1.8%
 
345600.0 13 0.0%
 
172800.0 12 0.0%
 
158404.0 3 0.0%
 
300.0 2 0.0%
 
158406.0 2 0.0%
 
518400.0 2 0.0%
 
316806.0 2 0.0%
 
345612.0 2 0.0%
 
10.0 2 0.0%
 
Other values (690) 691 1.4%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 907 1.8%
 
4.0 1 0.0%
 
10.0 2 0.0%
 
14.0 1 0.0%
 
48.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1930348.0 1 0.0%
 
1940802.0 1 0.0%
 
2051340.0 1 0.0%
 
2137040.0 1 0.0%
 
2419200.0 1 0.0%
 

Var118
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 99.7%
Missing (n) 49853
Mean 3
3.0
 
147
(Missing)
49853
Value Count Frequency (%)  
3.0 147 0.3%
 
(Missing) 49853 99.7%
 

Var119
Highly correlated

This variable is highly correlated with Var6 and should be ignored for analysis

Correlation 0.92262

Var12
Numeric

Distinct count 19
Unique (%) 0.0%
Missing (%) 98.9%
Missing (n) 49435
Infinite (%) 0.0%
Infinite (n) 0
Mean 12.531
Minimum 0
Maximum 784
Zeros (%) 0.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 8
95-th percentile 56
Maximum 784
Range 784
Interquartile range 8

Descriptive statistics

Standard deviation 41.073
Coef of variation 3.2777
Kurtosis 224.52
Mean 12.531
MAD 16.4
Skewness 12.801
Sum 7080
Variance 1687
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 339 0.7%
 
8.0 85 0.2%
 
16.0 51 0.1%
 
24.0 25 0.1%
 
32.0 15 0.0%
 
40.0 9 0.0%
 
48.0 9 0.0%
 
72.0 8 0.0%
 
64.0 6 0.0%
 
152.0 5 0.0%
 
Other values (8) 13 0.0%
 
(Missing) 49435 98.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 339 0.7%
 
8.0 85 0.2%
 
16.0 51 0.1%
 
24.0 25 0.1%
 
32.0 15 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
112.0 2 0.0%
 
128.0 1 0.0%
 
152.0 5 0.0%
 
272.0 1 0.0%
 
784.0 1 0.0%
 

Var120
Highly correlated

This variable is highly correlated with Var103 and should be ignored for analysis

Correlation 0.90488

Var121
Numeric

Distinct count 30
Unique (%) 0.1%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.407
Minimum 0
Maximum 114
Zeros (%) 0.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2
Q3 6
95-th percentile 24
Maximum 114
Range 114
Interquartile range 6

Descriptive statistics

Standard deviation 10.828
Coef of variation 2.0026
Kurtosis 28.878
Mean 5.407
MAD 6.3553
Skewness 4.4301
Sum 3720
Variance 117.25
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 318 0.6%
 
2.0 111 0.2%
 
4.0 63 0.1%
 
6.0 45 0.1%
 
8.0 29 0.1%
 
12.0 20 0.0%
 
10.0 18 0.0%
 
16.0 16 0.0%
 
18.0 12 0.0%
 
14.0 11 0.0%
 
Other values (19) 45 0.1%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 318 0.6%
 
2.0 111 0.2%
 
4.0 63 0.1%
 
6.0 45 0.1%
 
8.0 29 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
54.0 2 0.0%
 
58.0 1 0.0%
 
66.0 1 0.0%
 
102.0 1 0.0%
 
114.0 1 0.0%
 

Var122
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.046729
Minimum 0
Maximum 3
Zeros (%) 2.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.37163
Coef of variation 7.9529
Kurtosis 59.452
Mean 0.046729
MAD 0.092002
Skewness 7.8332
Sum 60
Variance 0.13811
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1264 2.5%
 
3.0 20 0.0%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1264 2.5%
 
3.0 20 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1264 2.5%
 
3.0 20 0.0%
 

Var123
Highly correlated

This variable is highly correlated with Var83 and should be ignored for analysis

Correlation 0.93006

Var124
Numeric

Distinct count 356
Unique (%) 0.7%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 223160
Minimum 0
Maximum 9348400
Zeros (%) 2.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1382400
Maximum 9348400
Range 9348400
Interquartile range 0

Descriptive statistics

Standard deviation 659860
Coef of variation 2.9569
Kurtosis 37.645
Mean 223160
MAD 359080
Skewness 5.0115
Sum 365540000
Variance 435410000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1241 2.5%
 
1382400.0 26 0.1%
 
2764800.0 6 0.0%
 
4838400.0 6 0.0%
 
691200.0 6 0.0%
 
79704.0 2 0.0%
 
2073600.0 2 0.0%
 
1267288.0 2 0.0%
 
2363952.0 1 0.0%
 
306048.0 1 0.0%
 
Other values (345) 345 0.7%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1241 2.5%
 
384.0 1 0.0%
 
480.0 1 0.0%
 
816.0 1 0.0%
 
1072.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4245872.0 1 0.0%
 
4352080.0 1 0.0%
 
4667264.0 1 0.0%
 
4838400.0 6 0.0%
 
9348400.0 1 0.0%
 

Var125
Numeric

Distinct count 10536
Unique (%) 21.1%
Missing (%) 11.2%
Missing (n) 5623
Infinite (%) 0.0%
Infinite (n) 0
Mean 27913
Minimum 0
Maximum 6798200
Zeros (%) 19.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 270
Median 6534
Q3 31716
95-th percentile 107950
Maximum 6798200
Range 6798200
Interquartile range 31446

Descriptive statistics

Standard deviation 88240
Coef of variation 3.1613
Kurtosis 1366
Mean 27913
MAD 32314
Skewness 27.679
Sum 1238700000
Variance 7786300000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 9877 19.8%
 
315.0 63 0.1%
 
99.0 60 0.1%
 
135.0 55 0.1%
 
270.0 54 0.1%
 
198.0 54 0.1%
 
117.0 53 0.1%
 
153.0 53 0.1%
 
162.0 52 0.1%
 
126.0 51 0.1%
 
Other values (10525) 34005 68.0%
 
(Missing) 5623 11.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9877 19.8%
 
9.0 10 0.0%
 
18.0 11 0.0%
 
27.0 10 0.0%
 
36.0 18 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3554064.0 1 0.0%
 
3962808.0 1 0.0%
 
4231062.0 1 0.0%
 
4309722.0 1 0.0%
 
6798150.0 1 0.0%
 

Var126
Numeric

Distinct count 52
Unique (%) 0.1%
Missing (%) 27.7%
Missing (n) 13854
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.51419
Minimum -32
Maximum 68
Zeros (%) 0.1%

Quantile statistics

Minimum -32
5-th percentile -30
Q1 -20
Median 4
Q3 10
95-th percentile 40
Maximum 68
Range 100
Interquartile range 30

Descriptive statistics

Standard deviation 22.494
Coef of variation -43.747
Kurtosis -0.24558
Mean -0.51419
MAD 18.455
Skewness 0.58848
Sum -18586
Variance 505.99
Memory size 390.7 KiB
Value Count Frequency (%)  
4.0 8941 17.9%
 
-30.0 2979 6.0%
 
-20.0 2518 5.0%
 
-18.0 1777 3.6%
 
-28.0 1512 3.0%
 
-22.0 1389 2.8%
 
-26.0 1304 2.6%
 
-24.0 1166 2.3%
 
6.0 979 2.0%
 
8.0 873 1.7%
 
Other values (41) 12708 25.4%
 
(Missing) 13854 27.7%
 

Minimum 5 values

Value Count Frequency (%)  
-32.0 57 0.1%
 
-30.0 2979 6.0%
 
-28.0 1512 3.0%
 
-26.0 1304 2.6%
 
-24.0 1166 2.3%
 

Maximum 5 values

Value Count Frequency (%)  
60.0 74 0.1%
 
62.0 108 0.2%
 
64.0 82 0.2%
 
66.0 44 0.1%
 
68.0 41 0.1%
 

Var127
Numeric

Distinct count 40
Unique (%) 0.1%
Missing (%) 97.7%
Missing (n) 48861
Infinite (%) 0.0%
Infinite (n) 0
Mean 22.869
Minimum 0
Maximum 664
Zeros (%) 1.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 24
95-th percentile 96.8
Maximum 664
Range 664
Interquartile range 24

Descriptive statistics

Standard deviation 51.92
Coef of variation 2.2703
Kurtosis 37.799
Mean 22.869
MAD 28.947
Skewness 5.0788
Sum 26048
Variance 2695.7
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 646 1.3%
 
16.0 89 0.2%
 
8.0 74 0.1%
 
32.0 65 0.1%
 
24.0 50 0.1%
 
40.0 40 0.1%
 
48.0 30 0.1%
 
56.0 25 0.1%
 
64.0 17 0.0%
 
80.0 14 0.0%
 
Other values (29) 89 0.2%
 
(Missing) 48861 97.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 646 1.3%
 
8.0 74 0.1%
 
16.0 89 0.2%
 
24.0 50 0.1%
 
32.0 65 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
344.0 1 0.0%
 
384.0 1 0.0%
 
448.0 1 0.0%
 
464.0 1 0.0%
 
664.0 1 0.0%
 

Var128
Highly correlated

This variable is highly correlated with Var99 and should be ignored for analysis

Correlation 0.92095

Var129
Highly correlated

This variable is highly correlated with Var66 and should be ignored for analysis

Correlation 0.96614

Var13
Numeric

Distinct count 2620
Unique (%) 5.2%
Missing (%) 11.2%
Missing (n) 5623
Infinite (%) 0.0%
Infinite (n) 0
Mean 1254.1
Minimum 0
Maximum 205940
Zeros (%) 24.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 236
Q3 1600
95-th percentile 5268.8
Maximum 205940
Range 205940
Interquartile range 1600

Descriptive statistics

Standard deviation 2806.3
Coef of variation 2.2378
Kurtosis 725.16
Mean 1254.1
MAD 1499.2
Skewness 14.853
Sum 55651000
Variance 7875500
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 12113 24.2%
 
4.0 685 1.4%
 
8.0 431 0.9%
 
12.0 372 0.7%
 
16.0 347 0.7%
 
20.0 331 0.7%
 
28.0 315 0.6%
 
32.0 297 0.6%
 
24.0 279 0.6%
 
40.0 274 0.5%
 
Other values (2609) 28933 57.9%
 
(Missing) 5623 11.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12113 24.2%
 
4.0 685 1.4%
 
8.0 431 0.9%
 
12.0 372 0.7%
 
16.0 347 0.7%
 

Maximum 5 values

Value Count Frequency (%)  
74372.0 1 0.0%
 
75388.0 1 0.0%
 
76680.0 1 0.0%
 
76844.0 1 0.0%
 
205936.0 1 0.0%
 

Var130
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 97.4%
Missing (n) 48718
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.42122
Minimum 0
Maximum 3
Zeros (%) 2.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 3
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 1.0426
Coef of variation 2.4753
Kurtosis 2.2992
Mean 0.42122
MAD 0.72415
Skewness 2.0726
Sum 540
Variance 1.0871
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1102 2.2%
 
3.0 180 0.4%
 
(Missing) 48718 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1102 2.2%
 
3.0 180 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1102 2.2%
 
3.0 180 0.4%
 

Var131
Numeric

Distinct count 144
Unique (%) 0.3%
Missing (%) 98.6%
Missing (n) 49314
Infinite (%) 0.0%
Infinite (n) 0
Mean 2638300
Minimum 0
Maximum 204500000
Zeros (%) 1.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 13339000
Maximum 204500000
Range 204500000
Interquartile range 0

Descriptive statistics

Standard deviation 12657000
Coef of variation 4.7973
Kurtosis 104.53
Mean 2638300
MAD 4709100
Skewness 8.5147
Sum 1809900000
Variance 160190000000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 544 1.1%
 
545800.0 1 0.0%
 
548688.0 1 0.0%
 
39229520.0 1 0.0%
 
612816.0 1 0.0%
 
546800.0 1 0.0%
 
68312.0 1 0.0%
 
251280.0 1 0.0%
 
31392.0 1 0.0%
 
372784.0 1 0.0%
 
Other values (133) 133 0.3%
 
(Missing) 49314 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 544 1.1%
 
9656.0 1 0.0%
 
13592.0 1 0.0%
 
16560.0 1 0.0%
 
28768.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
70424080.0 1 0.0%
 
72569680.0 1 0.0%
 
72609680.0 1 0.0%
 
74830240.0 1 0.0%
 
204499200.0 1 0.0%
 

Var132
Numeric

Distinct count 19
Unique (%) 0.0%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.4222
Minimum 0
Maximum 136
Zeros (%) 73.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 24
Maximum 136
Range 136
Interquartile range 0

Descriptive statistics

Standard deviation 9.77
Coef of variation 2.8549
Kurtosis 23.578
Mean 3.4222
MAD 5.6156
Skewness 4.2455
Sum 153600
Variance 95.453
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 36826 73.7%
 
8.0 3615 7.2%
 
16.0 1831 3.7%
 
24.0 995 2.0%
 
32.0 599 1.2%
 
40.0 431 0.9%
 
48.0 245 0.5%
 
56.0 145 0.3%
 
64.0 67 0.1%
 
72.0 41 0.1%
 
Other values (8) 89 0.2%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 36826 73.7%
 
8.0 3615 7.2%
 
16.0 1831 3.7%
 
24.0 995 2.0%
 
32.0 599 1.2%
 

Maximum 5 values

Value Count Frequency (%)  
104.0 6 0.0%
 
112.0 3 0.0%
 
120.0 1 0.0%
 
128.0 2 0.0%
 
136.0 1 0.0%
 

Var133
Numeric

Distinct count 37489
Unique (%) 75.0%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 2306800
Minimum 0
Maximum 15120000
Zeros (%) 7.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 224570
Median 1508100
Q3 3682500
95-th percentile 7515700
Maximum 15120000
Range 15120000
Interquartile range 3457900

Descriptive statistics

Standard deviation 2452400
Coef of variation 1.0631
Kurtosis 1.0706
Mean 2306800
MAD 1981600
Skewness 1.2224
Sum 103540000000
Variance 6014200000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 3847 7.7%
 
9504000.0 357 0.7%
 
6048000.0 143 0.3%
 
3024000.0 132 0.3%
 
1296000.0 118 0.2%
 
9072000.0 99 0.2%
 
8208000.0 87 0.2%
 
3888000.0 80 0.2%
 
5616000.0 80 0.2%
 
432000.0 74 0.1%
 
Other values (37478) 39867 79.7%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3847 7.7%
 
5.0 1 0.0%
 
15.0 1 0.0%
 
20.0 1 0.0%
 
80.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
14149300.0 1 0.0%
 
14161600.0 1 0.0%
 
14321750.0 1 0.0%
 
15015650.0 1 0.0%
 
15120000.0 2 0.0%
 

Var134
Numeric

Distinct count 33250
Unique (%) 66.5%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 438640
Minimum 0
Maximum 5560300
Zeros (%) 12.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 32036
Median 215900
Q3 618540
95-th percentile 1581900
Maximum 5560300
Range 5560300
Interquartile range 586510

Descriptive statistics

Standard deviation 598770
Coef of variation 1.3651
Kurtosis 8.3824
Mean 438640
MAD 417820
Skewness 2.5209
Sum 19688000000
Variance 358530000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 6407 12.8%
 
1209600.0 240 0.5%
 
518400.0 222 0.4%
 
172800.0 212 0.4%
 
345600.0 161 0.3%
 
1036800.0 134 0.3%
 
864000.0 131 0.3%
 
691200.0 128 0.3%
 
1382400.0 97 0.2%
 
1555200.0 96 0.2%
 
Other values (33239) 37056 74.1%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6407 12.8%
 
2.0 4 0.0%
 
8.0 2 0.0%
 
10.0 1 0.0%
 
14.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4846160.0 1 0.0%
 
4996800.0 1 0.0%
 
5049520.0 1 0.0%
 
5352660.0 1 0.0%
 
5560300.0 1 0.0%
 

Var135
Numeric

Distinct count 660
Unique (%) 1.3%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 198.57
Minimum 0
Maximum 837.83
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 12.565
Q1 22.68
Median 223.09
Q3 291.41
95-th percentile 400.6
Maximum 837.83
Range 837.83
Interquartile range 268.73

Descriptive statistics

Standard deviation 134.93
Coef of variation 0.67951
Kurtosis -0.6825
Mean 198.57
MAD 112.36
Skewness 0.024362
Sum 325250
Variance 18206
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 68 0.1%
 
19.25 53 0.1%
 
21.0 49 0.1%
 
18.69 48 0.1%
 
22.12 45 0.1%
 
18.13 40 0.1%
 
20.37 33 0.1%
 
22.68 29 0.1%
 
21.56 29 0.1%
 
223.09 18 0.0%
 
Other values (649) 1226 2.5%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 68 0.1%
 
3.43 1 0.0%
 
4.55 1 0.0%
 
5.88 10 0.0%
 
9.66 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
535.92 1 0.0%
 
573.3 1 0.0%
 
603.47 1 0.0%
 
615.23 1 0.0%
 
837.83 1 0.0%
 

Var136
Numeric

Distinct count 548
Unique (%) 1.1%
Missing (%) 98.6%
Missing (n) 49318
Infinite (%) 0.0%
Infinite (n) 0
Mean 108740
Minimum 0
Maximum 1209600
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 4284.7
Median 47768
Q3 126060
95-th percentile 466610
Maximum 1209600
Range 1209600
Interquartile range 121780

Descriptive statistics

Standard deviation 193190
Coef of variation 1.7765
Kurtosis 14.77
Mean 108740
MAD 109790
Skewness 3.5972
Sum 74164000
Variance 37322000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 121 0.2%
 
172800.0 10 0.0%
 
1209600.0 7 0.0%
 
130964.2 1 0.0%
 
122772.8 1 0.0%
 
677972.0 1 0.0%
 
16526.9 1 0.0%
 
5205.28 1 0.0%
 
1324.0 1 0.0%
 
73651.2 1 0.0%
 
Other values (537) 537 1.1%
 
(Missing) 49318 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 121 0.2%
 
17.0 1 0.0%
 
334.0 1 0.0%
 
454.0 1 0.0%
 
635.756 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
923978.0 1 0.0%
 
959550.0 1 0.0%
 
1052230.0 1 0.0%
 
1209600.0 7 0.0%
 
1209602.0 1 0.0%
 

Var137
Numeric

Distinct count 15
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49314
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1195
Minimum 0
Maximum 56
Zeros (%) 1.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 4
95-th percentile 20
Maximum 56
Range 56
Interquartile range 4

Descriptive statistics

Standard deviation 7.5922
Coef of variation 2.4338
Kurtosis 16.865
Mean 3.1195
MAD 4.411
Skewness 3.7959
Sum 2140
Variance 57.641
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 485 1.0%
 
4.0 105 0.2%
 
8.0 32 0.1%
 
12.0 21 0.0%
 
24.0 11 0.0%
 
20.0 7 0.0%
 
16.0 7 0.0%
 
28.0 5 0.0%
 
48.0 3 0.0%
 
40.0 3 0.0%
 
Other values (4) 7 0.0%
 
(Missing) 49314 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 485 1.0%
 
4.0 105 0.2%
 
8.0 32 0.1%
 
12.0 21 0.0%
 
16.0 7 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
36.0 2 0.0%
 
40.0 3 0.0%
 
44.0 1 0.0%
 
48.0 3 0.0%
 
56.0 2 0.0%
 

Var138
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.006105
Minimum 0
Maximum 2
Zeros (%) 3.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.11036
Coef of variation 18.078
Kurtosis 323.59
Mean 0.006105
MAD 0.012173
Skewness 18.033
Sum 10
Variance 0.01218
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1633 3.3%
 
2.0 5 0.0%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1633 3.3%
 
2.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1633 3.3%
 
2.0 5 0.0%
 

Var139
Numeric

Distinct count 681
Unique (%) 1.4%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 185030
Minimum 0
Maximum 2680000
Zeros (%) 1.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 153650
95-th percentile 1052500
Maximum 2680000
Range 2680000
Interquartile range 153650

Descriptive statistics

Standard deviation 384810
Coef of variation 2.0797
Kurtosis 9.3542
Mean 185030
MAD 255570
Skewness 2.8732
Sum 278660000
Variance 148080000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 797 1.6%
 
1209600.0 8 0.0%
 
864000.0 7 0.0%
 
345600.0 5 0.0%
 
172800.0 4 0.0%
 
2419200.0 3 0.0%
 
5290.0 2 0.0%
 
33712.0 2 0.0%
 
518400.0 2 0.0%
 
1555200.0 2 0.0%
 
Other values (670) 674 1.3%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 797 1.6%
 
4.0 2 0.0%
 
16.0 1 0.0%
 
60.0 1 0.0%
 
96.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2119800.0 1 0.0%
 
2179120.0 1 0.0%
 
2419200.0 3 0.0%
 
2566340.0 1 0.0%
 
2680000.0 1 0.0%
 

Var14
Numeric

Distinct count 25
Unique (%) 0.1%
Missing (%) 97.4%
Missing (n) 48718
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0187
Minimum 0
Maximum 274
Zeros (%) 2.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 274
Range 274
Interquartile range 0

Descriptive statistics

Standard deviation 9.1627
Coef of variation 8.9943
Kurtosis 625.66
Mean 1.0187
MAD 1.9135
Skewness 22.31
Sum 1306
Variance 83.954
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1204 2.4%
 
2.0 16 0.0%
 
4.0 11 0.0%
 
6.0 11 0.0%
 
8.0 7 0.0%
 
10.0 7 0.0%
 
20.0 3 0.0%
 
14.0 3 0.0%
 
16.0 2 0.0%
 
12.0 2 0.0%
 
Other values (14) 16 0.0%
 
(Missing) 48718 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1204 2.4%
 
2.0 16 0.0%
 
4.0 11 0.0%
 
6.0 11 0.0%
 
8.0 7 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
52.0 1 0.0%
 
62.0 1 0.0%
 
68.0 1 0.0%
 
80.0 1 0.0%
 
274.0 1 0.0%
 

Var140
Numeric

Distinct count 2672
Unique (%) 5.3%
Missing (%) 11.2%
Missing (n) 5623
Infinite (%) 0.0%
Infinite (n) 0
Mean 1377.6
Minimum 0
Maximum 96735
Zeros (%) 25.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 220
Q3 1385
95-th percentile 6545
Maximum 96735
Range 96735
Interquartile range 1385

Descriptive statistics

Standard deviation 3096.6
Coef of variation 2.2478
Kurtosis 88.13
Mean 1377.6
MAD 1700.6
Skewness 6.5894
Sum 61135000
Variance 9589200
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 12869 25.7%
 
5.0 573 1.1%
 
10.0 488 1.0%
 
20.0 429 0.9%
 
15.0 388 0.8%
 
25.0 325 0.7%
 
35.0 305 0.6%
 
40.0 273 0.5%
 
30.0 270 0.5%
 
60.0 246 0.5%
 
Other values (2661) 28211 56.4%
 
(Missing) 5623 11.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12869 25.7%
 
5.0 573 1.1%
 
10.0 488 1.0%
 
15.0 388 0.8%
 
20.0 429 0.9%
 

Maximum 5 values

Value Count Frequency (%)  
62065.0 1 0.0%
 
63930.0 1 0.0%
 
75630.0 1 0.0%
 
80990.0 1 0.0%
 
96735.0 1 0.0%
 

Var141
Constant

This variable is constant and should be ignored for analysis

Constant value

Var142
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49314
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0962
Minimum 0
Maximum 12
Zeros (%) 1.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 4
95-th percentile 4
Maximum 12
Range 12
Interquartile range 4

Descriptive statistics

Standard deviation 1.9361
Coef of variation 1.7662
Kurtosis 1.9329
Mean 1.0962
MAD 1.6267
Skewness 1.5487
Sum 752
Variance 3.7484
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 509 1.0%
 
4.0 167 0.3%
 
8.0 9 0.0%
 
12.0 1 0.0%
 
(Missing) 49314 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 509 1.0%
 
4.0 167 0.3%
 
8.0 9 0.0%
 
12.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 509 1.0%
 
4.0 167 0.3%
 
8.0 9 0.0%
 
12.0 1 0.0%
 

Var143
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.059888
Minimum 0
Maximum 18
Zeros (%) 88.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 18
Range 18
Interquartile range 0

Descriptive statistics

Standard deviation 0.63298
Coef of variation 10.569
Kurtosis 150.17
Mean 0.059888
MAD 0.11865
Skewness 11.519
Sum 2688
Variance 0.40066
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 44463 88.9%
 
6.0 395 0.8%
 
12.0 25 0.1%
 
18.0 1 0.0%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 44463 88.9%
 
6.0 395 0.8%
 
12.0 25 0.1%
 
18.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 44463 88.9%
 
6.0 395 0.8%
 
12.0 25 0.1%
 
18.0 1 0.0%
 

Var144
Numeric

Distinct count 12
Unique (%) 0.0%
Missing (%) 11.2%
Missing (n) 5609
Infinite (%) 0.0%
Infinite (n) 0
Mean 11.844
Minimum 0
Maximum 90
Zeros (%) 27.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 9
Q3 18
95-th percentile 36
Maximum 90
Range 90
Interquartile range 18

Descriptive statistics

Standard deviation 11.771
Coef of variation 0.99383
Kurtosis 1.5669
Mean 11.844
MAD 9.3009
Skewness 1.1916
Sum 525760
Variance 138.55
Memory size 390.7 KiB
Value Count Frequency (%)  
9.0 14701 29.4%
 
0.0 13900 27.8%
 
18.0 8446 16.9%
 
27.0 4226 8.5%
 
36.0 1939 3.9%
 
45.0 812 1.6%
 
54.0 269 0.5%
 
63.0 73 0.1%
 
72.0 20 0.0%
 
81.0 4 0.0%
 
(Missing) 5609 11.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 13900 27.8%
 
9.0 14701 29.4%
 
18.0 8446 16.9%
 
27.0 4226 8.5%
 
36.0 1939 3.9%
 

Maximum 5 values

Value Count Frequency (%)  
54.0 269 0.5%
 
63.0 73 0.1%
 
72.0 20 0.0%
 
81.0 4 0.0%
 
90.0 1 0.0%
 

Var145
Highly correlated

This variable is highly correlated with Var128 and should be ignored for analysis

Correlation 1

Var146
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.6614
Minimum 0
Maximum 48
Zeros (%) 2.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 16
Maximum 48
Range 48
Interquartile range 0

Descriptive statistics

Standard deviation 6.6959
Coef of variation 2.516
Kurtosis 11.945
Mean 2.6614
MAD 4.3048
Skewness 3.2467
Sum 4008
Variance 44.835
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1218 2.4%
 
8.0 167 0.3%
 
16.0 70 0.1%
 
24.0 22 0.0%
 
32.0 19 0.0%
 
40.0 8 0.0%
 
48.0 2 0.0%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1218 2.4%
 
8.0 167 0.3%
 
16.0 70 0.1%
 
24.0 22 0.0%
 
32.0 19 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
16.0 70 0.1%
 
24.0 22 0.0%
 
32.0 19 0.0%
 
40.0 8 0.0%
 
48.0 2 0.0%
 

Var147
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.7251
Minimum 0
Maximum 12
Zeros (%) 1.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2
Q3 2
95-th percentile 4
Maximum 12
Range 12
Interquartile range 2

Descriptive statistics

Standard deviation 1.5315
Coef of variation 0.8878
Kurtosis 1.0935
Mean 1.7251
MAD 1.205
Skewness 0.665
Sum 2598
Variance 2.3456
Memory size 390.7 KiB
Value Count Frequency (%)  
2.0 683 1.4%
 
0.0 526 1.1%
 
4.0 283 0.6%
 
6.0 8 0.0%
 
8.0 5 0.0%
 
12.0 1 0.0%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 526 1.1%
 
2.0 683 1.4%
 
4.0 283 0.6%
 
6.0 8 0.0%
 
8.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 683 1.4%
 
4.0 283 0.6%
 
6.0 8 0.0%
 
8.0 5 0.0%
 
12.0 1 0.0%
 

Var148
Highly correlated

This variable is highly correlated with Var120 and should be ignored for analysis

Correlation 0.96116

Var149
Numeric

Distinct count 18738
Unique (%) 37.5%
Missing (%) 14.5%
Missing (n) 7239
Infinite (%) 0.0%
Infinite (n) 0
Mean 296460
Minimum 0
Maximum 16934000
Zeros (%) 31.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 56399
Q3 427740
95-th percentile 1209600
Maximum 16934000
Range 16934000
Interquartile range 427740

Descriptive statistics

Standard deviation 650810
Coef of variation 2.1953
Kurtosis 168.59
Mean 296460
MAD 345800
Skewness 9.6813
Sum 12677000000
Variance 423550000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 15889 31.8%
 
604800.0 1727 3.5%
 
1209600.0 749 1.5%
 
554414.0 570 1.1%
 
554421.0 287 0.6%
 
1814400.0 265 0.5%
 
554435.0 246 0.5%
 
2419200.0 178 0.4%
 
554428.0 173 0.3%
 
554407.0 148 0.3%
 
Other values (18727) 22529 45.1%
 
(Missing) 7239 14.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 15889 31.8%
 
7.0 3 0.0%
 
14.0 1 0.0%
 
28.0 2 0.0%
 
35.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
11711070.0 1 0.0%
 
12508930.0 1 0.0%
 
12700800.0 16 0.0%
 
13105750.0 1 0.0%
 
16934400.0 8 0.0%
 

Var15
Constant

This variable is constant and should be ignored for analysis

Constant value

Var150
Numeric

Distinct count 646
Unique (%) 1.3%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 183150
Minimum 0
Maximum 6858100
Zeros (%) 1.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 149820
95-th percentile 941870
Maximum 6858100
Range 6858100
Interquartile range 149820

Descriptive statistics

Standard deviation 483280
Coef of variation 2.6387
Kurtosis 47.801
Mean 183150
MAD 257110
Skewness 5.6082
Sum 300000000
Variance 233560000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 969 1.9%
 
864000.0 8 0.0%
 
432000.0 5 0.0%
 
5.0 3 0.0%
 
792020.0 3 0.0%
 
396020.0 3 0.0%
 
396005.0 2 0.0%
 
792030.0 2 0.0%
 
792040.0 2 0.0%
 
792045.0 2 0.0%
 
Other values (635) 639 1.3%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 969 1.9%
 
5.0 3 0.0%
 
35.0 1 0.0%
 
100.0 1 0.0%
 
405.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3379035.0 1 0.0%
 
3516995.0 1 0.0%
 
3987860.0 1 0.0%
 
6048000.0 1 0.0%
 
6858100.0 1 0.0%
 

Var151
Numeric

Distinct count 22
Unique (%) 0.0%
Missing (%) 98.3%
Missing (n) 49139
Infinite (%) 0.0%
Infinite (n) 0
Mean 8.7805
Minimum 0
Maximum 536
Zeros (%) 1.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 8
95-th percentile 40
Maximum 536
Range 536
Interquartile range 8

Descriptive statistics

Standard deviation 28.147
Coef of variation 3.2056
Kurtosis 166.81
Mean 8.7805
MAD 11.549
Skewness 10.785
Sum 7560
Variance 792.25
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 553 1.1%
 
8.0 149 0.3%
 
16.0 56 0.1%
 
24.0 40 0.1%
 
32.0 18 0.0%
 
48.0 10 0.0%
 
40.0 8 0.0%
 
64.0 7 0.0%
 
56.0 6 0.0%
 
80.0 2 0.0%
 
Other values (11) 12 0.0%
 
(Missing) 49139 98.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 553 1.1%
 
8.0 149 0.3%
 
16.0 56 0.1%
 
24.0 40 0.1%
 
32.0 18 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
176.0 1 0.0%
 
184.0 1 0.0%
 
200.0 1 0.0%
 
320.0 1 0.0%
 
536.0 1 0.0%
 

Var152
Numeric

Distinct count 13
Unique (%) 0.0%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 7.956
Minimum 0
Maximum 78
Zeros (%) 0.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 6
Q3 12
95-th percentile 24
Maximum 78
Range 78
Interquartile range 12

Descriptive statistics

Standard deviation 8.5857
Coef of variation 1.0791
Kurtosis 9.7326
Mean 7.956
MAD 6.0242
Skewness 2.3749
Sum 13032
Variance 73.713
Memory size 390.7 KiB
Value Count Frequency (%)  
6.0 631 1.3%
 
0.0 465 0.9%
 
12.0 332 0.7%
 
18.0 101 0.2%
 
24.0 49 0.1%
 
30.0 29 0.1%
 
36.0 12 0.0%
 
42.0 8 0.0%
 
48.0 5 0.0%
 
60.0 3 0.0%
 
Other values (2) 3 0.0%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 465 0.9%
 
6.0 631 1.3%
 
12.0 332 0.7%
 
18.0 101 0.2%
 
24.0 49 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
42.0 8 0.0%
 
48.0 5 0.0%
 
60.0 3 0.0%
 
66.0 2 0.0%
 
78.0 1 0.0%
 

Var153
Numeric

Distinct count 36317
Unique (%) 72.6%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 6201100
Minimum 0
Maximum 14530000
Zeros (%) 4.2%

Quantile statistics

Minimum 0
5-th percentile 6082.8
Q1 1306900
Median 8126900
Q3 10374000
95-th percentile 10705000
Maximum 14530000
Range 14530000
Interquartile range 9067400

Descriptive statistics

Standard deviation 4333500
Coef of variation 0.69883
Kurtosis -1.6678
Mean 6201100
MAD 4080000
Skewness -0.29466
Sum 278330000000
Variance 18779000000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 2123 4.2%
 
10368000.0 284 0.6%
 
10713600.0 121 0.2%
 
9676800.0 87 0.2%
 
10022400.0 23 0.0%
 
7257600.0 22 0.0%
 
10454680.0 12 0.0%
 
4838400.0 11 0.0%
 
10454560.0 10 0.0%
 
10713640.0 9 0.0%
 
Other values (36306) 42182 84.4%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2123 4.2%
 
16.0 1 0.0%
 
28.0 1 0.0%
 
68.0 1 0.0%
 
160.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
13788840.0 1 0.0%
 
13807080.0 1 0.0%
 
13849280.0 1 0.0%
 
13925160.0 1 0.0%
 
14530040.0 1 0.0%
 

Var154
Numeric

Distinct count 387
Unique (%) 0.8%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 1580200
Minimum 0
Maximum 14515000
Zeros (%) 0.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 444290
Q3 2346600
95-th percentile 6417200
Maximum 14515000
Range 14515000
Interquartile range 2346600

Descriptive statistics

Standard deviation 2307700
Coef of variation 1.4604
Kurtosis 4.3494
Mean 1580200
MAD 1723400
Skewness 1.9929
Sum 1087200000
Variance 5325300000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 248 0.5%
 
2073600.0 13 0.0%
 
4838400.0 11 0.0%
 
691200.0 11 0.0%
 
1382400.0 10 0.0%
 
4147200.0 5 0.0%
 
9676800.0 5 0.0%
 
7603200.0 4 0.0%
 
3456000.0 3 0.0%
 
2764800.0 2 0.0%
 
Other values (376) 376 0.8%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 248 0.5%
 
624.0 1 0.0%
 
1200.0 1 0.0%
 
2680.0 1 0.0%
 
2752.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
10402560.0 1 0.0%
 
10456880.0 1 0.0%
 
10657200.0 1 0.0%
 
11819120.0 1 0.0%
 
14515200.0 1 0.0%
 

Var155
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.61966
Minimum 0
Maximum 35
Zeros (%) 3.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 5
Maximum 35
Range 35
Interquartile range 0

Descriptive statistics

Standard deviation 2.4587
Coef of variation 3.9678
Kurtosis 43.797
Mean 0.61966
MAD 1.1394
Skewness 5.6102
Sum 1015
Variance 6.0452
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1506 3.0%
 
5.0 84 0.2%
 
10.0 33 0.1%
 
15.0 11 0.0%
 
20.0 2 0.0%
 
35.0 1 0.0%
 
25.0 1 0.0%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1506 3.0%
 
5.0 84 0.2%
 
10.0 33 0.1%
 
15.0 11 0.0%
 
20.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
10.0 33 0.1%
 
15.0 11 0.0%
 
20.0 2 0.0%
 
25.0 1 0.0%
 
35.0 1 0.0%
 

Var156
Highly correlated

This variable is highly correlated with Var129 and should be ignored for analysis

Correlation 0.96614

Var157
Highly correlated

This variable is highly correlated with Var107 and should be ignored for analysis

Correlation 0.90082

Var158
Numeric

Distinct count 17
Unique (%) 0.0%
Missing (%) 98.2%
Missing (n) 49092
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.7115
Minimum 0
Maximum 75
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 9
Maximum 75
Range 75
Interquartile range 0

Descriptive statistics

Standard deviation 5.5144
Coef of variation 3.222
Kurtosis 63.14
Mean 1.7115
MAD 2.6463
Skewness 6.8547
Sum 1554
Variance 30.408
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 702 1.4%
 
3.0 111 0.2%
 
6.0 39 0.1%
 
9.0 22 0.0%
 
12.0 14 0.0%
 
18.0 4 0.0%
 
24.0 3 0.0%
 
42.0 2 0.0%
 
30.0 2 0.0%
 
15.0 2 0.0%
 
Other values (6) 7 0.0%
 
(Missing) 49092 98.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 702 1.4%
 
3.0 111 0.2%
 
6.0 39 0.1%
 
9.0 22 0.0%
 
12.0 14 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
33.0 1 0.0%
 
39.0 1 0.0%
 
42.0 2 0.0%
 
54.0 2 0.0%
 
75.0 1 0.0%
 

Var159
Numeric

Distinct count 12
Unique (%) 0.0%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.9463
Minimum 0
Maximum 99
Zeros (%) 2.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 25.65
Maximum 99
Range 99
Interquartile range 0

Descriptive statistics

Standard deviation 10.601
Coef of variation 2.6864
Kurtosis 22.648
Mean 3.9463
MAD 6.2021
Skewness 4.2258
Sum 5067
Variance 112.39
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1009 2.0%
 
9.0 163 0.3%
 
18.0 47 0.1%
 
27.0 22 0.0%
 
36.0 14 0.0%
 
45.0 13 0.0%
 
54.0 6 0.0%
 
63.0 5 0.0%
 
99.0 2 0.0%
 
81.0 2 0.0%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1009 2.0%
 
9.0 163 0.3%
 
18.0 47 0.1%
 
27.0 22 0.0%
 
36.0 14 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
54.0 6 0.0%
 
63.0 5 0.0%
 
72.0 1 0.0%
 
81.0 2 0.0%
 
99.0 2 0.0%
 

Var16
Numeric

Distinct count 637
Unique (%) 1.3%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 120.46
Minimum 0
Maximum 460.48
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 3.36
Q1 52.04
Median 129.66
Q3 173.2
95-th percentile 231.52
Maximum 460.48
Range 460.48
Interquartile range 121.16

Descriptive statistics

Standard deviation 73.786
Coef of variation 0.61256
Kurtosis -0.46716
Mean 120.46
MAD 60.376
Skewness 0.0022744
Sum 181410
Variance 5444.4
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 70 0.1%
 
11.0 32 0.1%
 
11.32 30 0.1%
 
11.64 27 0.1%
 
10.68 24 0.0%
 
49.08 19 0.0%
 
47.68 17 0.0%
 
129.68 16 0.0%
 
12.0 15 0.0%
 
12.96 15 0.0%
 
Other values (626) 1241 2.5%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 70 0.1%
 
0.72 1 0.0%
 
1.64264 1 0.0%
 
3.36 5 0.0%
 
4.061319999999999 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
329.0 1 0.0%
 
330.12 1 0.0%
 
340.56 1 0.0%
 
389.28 1 0.0%
 
460.48 1 0.0%
 

Var160
Highly correlated

This variable is highly correlated with Var22 and should be ignored for analysis

Correlation 0.94747

Var161
Numeric

Distinct count 11
Unique (%) 0.0%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2747
Minimum 0
Maximum 99
Zeros (%) 2.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 18
Maximum 99
Range 99
Interquartile range 0

Descriptive statistics

Standard deviation 8.8563
Coef of variation 2.7044
Kurtosis 27.29
Mean 3.2747
MAD 5.254
Skewness 4.4397
Sum 5364
Variance 78.434
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1314 2.6%
 
9.0 196 0.4%
 
18.0 65 0.1%
 
27.0 26 0.1%
 
36.0 21 0.0%
 
54.0 8 0.0%
 
45.0 3 0.0%
 
81.0 3 0.0%
 
63.0 1 0.0%
 
99.0 1 0.0%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1314 2.6%
 
9.0 196 0.4%
 
18.0 65 0.1%
 
27.0 26 0.1%
 
36.0 21 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
45.0 3 0.0%
 
54.0 8 0.0%
 
63.0 1 0.0%
 
81.0 3 0.0%
 
99.0 1 0.0%
 

Var162
Numeric

Distinct count 493
Unique (%) 1.0%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 377110
Minimum 0
Maximum 8878000
Zeros (%) 1.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 209210
95-th percentile 2299300
Maximum 8878000
Range 8878000
Interquartile range 209210

Descriptive statistics

Standard deviation 977430
Coef of variation 2.5919
Kurtosis 20.818
Mean 377110
MAD 552910
Skewness 4.1185
Sum 484210000
Variance 955360000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 777 1.6%
 
1555200.0 8 0.0%
 
777600.0 6 0.0%
 
5443200.0 3 0.0%
 
255348.0 2 0.0%
 
2332800.0 2 0.0%
 
271521.0 1 0.0%
 
1356894.0 1 0.0%
 
2452545.0 1 0.0%
 
2715129.0 1 0.0%
 
Other values (482) 482 1.0%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 777 1.6%
 
9.0 1 0.0%
 
18.0 1 0.0%
 
387.0 1 0.0%
 
594.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
6332679.0 1 0.0%
 
6739686.0 1 0.0%
 
7879275.0 1 0.0%
 
8253675.0 1 0.0%
 
8878005.0 1 0.0%
 

Var163
Numeric

Distinct count 23174
Unique (%) 46.3%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 492350
Minimum 0
Maximum 14515000
Zeros (%) 26.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 146090
Q3 630760
95-th percentile 2073600
Maximum 14515000
Range 14515000
Interquartile range 630760

Descriptive statistics

Standard deviation 846430
Coef of variation 1.7191
Kurtosis 40.001
Mean 492350
MAD 538520
Skewness 4.4809
Sum 22099000000
Variance 716440000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 13005 26.0%
 
1036800.0 1350 2.7%
 
2073600.0 663 1.3%
 
518400.0 595 1.2%
 
1555200.0 301 0.6%
 
3110400.0 276 0.6%
 
475212.0 272 0.5%
 
950424.0 256 0.5%
 
4147200.0 182 0.4%
 
3628800.0 170 0.3%
 
Other values (23163) 27814 55.6%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 13005 26.0%
 
6.0 3 0.0%
 
12.0 3 0.0%
 
18.0 1 0.0%
 
24.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
10886400.0 17 0.0%
 
11421780.0 1 0.0%
 
13459740.0 1 0.0%
 
14212980.0 1 0.0%
 
14515200.0 10 0.0%
 

Var164
Numeric

Distinct count 22
Unique (%) 0.0%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.6758
Minimum 0
Maximum 129
Zeros (%) 2.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 9
Maximum 129
Range 129
Interquartile range 0

Descriptive statistics

Standard deviation 6.5426
Coef of variation 3.9041
Kurtosis 139.61
Mean 1.6758
MAD 2.7398
Skewness 9.7307
Sum 2745
Variance 42.806
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1339 2.7%
 
3.0 136 0.3%
 
6.0 65 0.1%
 
9.0 27 0.1%
 
12.0 19 0.0%
 
15.0 18 0.0%
 
18.0 8 0.0%
 
21.0 4 0.0%
 
30.0 4 0.0%
 
24.0 3 0.0%
 
Other values (11) 15 0.0%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1339 2.7%
 
3.0 136 0.3%
 
6.0 65 0.1%
 
9.0 27 0.1%
 
12.0 19 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
51.0 1 0.0%
 
63.0 1 0.0%
 
66.0 1 0.0%
 
102.0 1 0.0%
 
129.0 1 0.0%
 

Var165
Numeric

Distinct count 186
Unique (%) 0.4%
Missing (%) 98.2%
Missing (n) 49092
Infinite (%) 0.0%
Infinite (n) 0
Mean 21937
Minimum 0
Maximum 761870
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 172800
Maximum 761870
Range 761870
Interquartile range 0

Descriptive statistics

Standard deviation 73762
Coef of variation 3.3624
Kurtosis 36.811
Mean 21937
MAD 35680
Skewness 5.462
Sum 19919000
Variance 5440800000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 702 1.4%
 
172800.0 22 0.0%
 
345600.0 2 0.0%
 
17060.0 1 0.0%
 
7878.0 1 0.0%
 
29436.0 1 0.0%
 
12662.0 1 0.0%
 
9578.0 1 0.0%
 
5298.0 1 0.0%
 
202292.0 1 0.0%
 
Other values (175) 175 0.4%
 
(Missing) 49092 98.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 702 1.4%
 
124.0 1 0.0%
 
154.0 1 0.0%
 
172.0 1 0.0%
 
278.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
519112.0 1 0.0%
 
585794.0 1 0.0%
 
647706.0 1 0.0%
 
686094.0 1 0.0%
 
761872.0 1 0.0%
 

Var166
Highly correlated

This variable is highly correlated with Var148 and should be ignored for analysis

Correlation 0.93591

Var167
Constant

This variable is constant and should be ignored for analysis

Constant value

Var168
Numeric

Distinct count 408
Unique (%) 0.8%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 324.23
Minimum 0
Maximum 760.88
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 162.63
Q1 278.06
Median 325.92
Q3 372.48
95-th percentile 462.07
Maximum 760.88
Range 760.88
Interquartile range 94.42

Descriptive statistics

Standard deviation 91.131
Coef of variation 0.28107
Kurtosis 2.7353
Mean 324.23
MAD 65.915
Skewness -0.1696
Sum 223070
Variance 8304.8
Memory size 390.7 KiB
Value Count Frequency (%)  
308.56 10 0.0%
 
290.48 10 0.0%
 
325.92 10 0.0%
 
283.36 10 0.0%
 
361.44 9 0.0%
 
340.16 9 0.0%
 
347.28 9 0.0%
 
318.88 7 0.0%
 
372.48 6 0.0%
 
301.52 6 0.0%
 
Other values (397) 602 1.2%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
8.48 1 0.0%
 
14.24 1 0.0%
 
31.76 1 0.0%
 
34.32 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
582.0 1 0.0%
 
589.84 1 0.0%
 
594.8 1 0.0%
 
747.52 1 0.0%
 
760.88 1 0.0%
 

Var169
Constant

This variable is constant and should be ignored for analysis

Constant value

Var17
Numeric

Distinct count 35
Unique (%) 0.1%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 10.913
Minimum 0
Maximum 825
Zeros (%) 1.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 10
95-th percentile 50
Maximum 825
Range 825
Interquartile range 10

Descriptive statistics

Standard deviation 37.604
Coef of variation 3.4459
Kurtosis 235.42
Mean 10.913
MAD 14.492
Skewness 13.14
Sum 17875
Variance 1414.1
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 969 1.9%
 
5.0 197 0.4%
 
10.0 142 0.3%
 
15.0 61 0.1%
 
20.0 46 0.1%
 
25.0 44 0.1%
 
30.0 42 0.1%
 
35.0 26 0.1%
 
40.0 20 0.0%
 
50.0 13 0.0%
 
Other values (24) 78 0.2%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 969 1.9%
 
5.0 197 0.4%
 
10.0 142 0.3%
 
15.0 61 0.1%
 
20.0 46 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
235.0 1 0.0%
 
335.0 1 0.0%
 
595.0 1 0.0%
 
680.0 1 0.0%
 
825.0 1 0.0%
 

Var170
Highly correlated

This variable is highly correlated with Var115 and should be ignored for analysis

Correlation 0.96969

Var171
Numeric

Distinct count 803
Unique (%) 1.6%
Missing (%) 97.7%
Missing (n) 48861
Infinite (%) 0.0%
Infinite (n) 0
Mean 367340
Minimum 0
Maximum 5443200
Zeros (%) 0.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 181200
Q3 553510
95-th percentile 1253300
Maximum 5443200
Range 5443200
Interquartile range 553510

Descriptive statistics

Standard deviation 541600
Coef of variation 1.4744
Kurtosis 21.036
Mean 367340
MAD 357750
Skewness 3.5752
Sum 418400000
Variance 293330000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 296 0.6%
 
777600.0 18 0.0%
 
712818.0 6 0.0%
 
712827.0 6 0.0%
 
712822.5 5 0.0%
 
712840.5 4 0.0%
 
712836.0 4 0.0%
 
5443200.0 2 0.0%
 
712813.5 2 0.0%
 
554519.7 2 0.0%
 
Other values (792) 794 1.6%
 
(Missing) 48861 97.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 296 0.6%
 
9.0 1 0.0%
 
63.0 1 0.0%
 
180.0 1 0.0%
 
1188.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2862567.0 1 0.0%
 
3626811.0 1 0.0%
 
3995145.0 1 0.0%
 
4311279.0 1 0.0%
 
5443200.0 2 0.0%
 

Var172
Numeric

Distinct count 14
Unique (%) 0.0%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 9.6122
Minimum 0
Maximum 98
Zeros (%) 0.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 7
Q3 14
95-th percentile 28
Maximum 98
Range 98
Interquartile range 14

Descriptive statistics

Standard deviation 9.8703
Coef of variation 1.0269
Kurtosis 9.4136
Mean 9.6122
MAD 7.0528
Skewness 2.2517
Sum 14476
Variance 97.423
Memory size 390.7 KiB
Value Count Frequency (%)  
7.0 609 1.2%
 
0.0 387 0.8%
 
14.0 294 0.6%
 
21.0 112 0.2%
 
28.0 51 0.1%
 
35.0 22 0.0%
 
42.0 15 0.0%
 
49.0 10 0.0%
 
63.0 2 0.0%
 
70.0 1 0.0%
 
Other values (3) 3 0.0%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 387 0.8%
 
7.0 609 1.2%
 
14.0 294 0.6%
 
21.0 112 0.2%
 
28.0 51 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
56.0 1 0.0%
 
63.0 2 0.0%
 
70.0 1 0.0%
 
77.0 1 0.0%
 
98.0 1 0.0%
 

Var173
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0065502
Minimum 0
Maximum 4
Zeros (%) 89.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.12327
Coef of variation 18.82
Kurtosis 478.89
Mean 0.0065502
MAD 0.013061
Skewness 20.678
Sum 294
Variance 0.015197
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 44749 89.5%
 
2.0 123 0.2%
 
4.0 12 0.0%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 44749 89.5%
 
2.0 123 0.2%
 
4.0 12 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 44749 89.5%
 
2.0 123 0.2%
 
4.0 12 0.0%
 

Var174
Numeric

Distinct count 35
Unique (%) 0.1%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 6.9768
Minimum 0
Maximum 480
Zeros (%) 2.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 8
95-th percentile 28
Maximum 480
Range 480
Interquartile range 8

Descriptive statistics

Standard deviation 23.676
Coef of variation 3.3935
Kurtosis 166.11
Mean 6.9768
MAD 9.2579
Skewness 11.09
Sum 11428
Variance 560.56
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1004 2.0%
 
4.0 194 0.4%
 
8.0 145 0.3%
 
12.0 80 0.2%
 
16.0 51 0.1%
 
24.0 37 0.1%
 
20.0 33 0.1%
 
28.0 19 0.0%
 
32.0 15 0.0%
 
36.0 14 0.0%
 
Other values (24) 46 0.1%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1004 2.0%
 
4.0 194 0.4%
 
8.0 145 0.3%
 
12.0 80 0.2%
 
16.0 51 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
264.0 1 0.0%
 
268.0 1 0.0%
 
288.0 1 0.0%
 
368.0 1 0.0%
 
480.0 1 0.0%
 

Var175
Constant

This variable is constant and should be ignored for analysis

Constant value

Var176
Numeric

Distinct count 32
Unique (%) 0.1%
Missing (%) 97.4%
Missing (n) 48718
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.9002
Minimum 0
Maximum 508
Zeros (%) 2.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 16
Maximum 508
Range 508
Interquartile range 0

Descriptive statistics

Standard deviation 23.543
Coef of variation 6.0365
Kurtosis 217.58
Mean 3.9002
MAD 6.9302
Skewness 12.875
Sum 5000
Variance 554.28
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1139 2.3%
 
4.0 40 0.1%
 
8.0 18 0.0%
 
12.0 17 0.0%
 
16.0 9 0.0%
 
24.0 8 0.0%
 
40.0 4 0.0%
 
44.0 4 0.0%
 
48.0 4 0.0%
 
20.0 4 0.0%
 
Other values (21) 35 0.1%
 
(Missing) 48718 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1139 2.3%
 
4.0 40 0.1%
 
8.0 18 0.0%
 
12.0 17 0.0%
 
16.0 9 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
168.0 1 0.0%
 
272.0 1 0.0%
 
280.0 1 0.0%
 
312.0 1 0.0%
 
508.0 1 0.0%
 

Var177
Numeric

Distinct count 450
Unique (%) 0.9%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 584510
Minimum 0
Maximum 9150700
Zeros (%) 1.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 559900
95-th percentile 3508500
Maximum 9150700
Range 9150700
Interquartile range 559900

Descriptive statistics

Standard deviation 1244500
Coef of variation 2.1291
Kurtosis 10.593
Mean 584510
MAD 818190
Skewness 3.0059
Sum 750510000
Variance 1548800000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 799 1.6%
 
1209600.0 13 0.0%
 
604800.0 12 0.0%
 
1814400.0 6 0.0%
 
4233600.0 3 0.0%
 
554414.0 3 0.0%
 
3024000.0 3 0.0%
 
1108842.0 2 0.0%
 
8467200.0 2 0.0%
 
176925.0 2 0.0%
 
Other values (439) 439 0.9%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 799 1.6%
 
77.0 1 0.0%
 
469.0 1 0.0%
 
504.0 1 0.0%
 
511.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7387170.0 1 0.0%
 
7845600.0 1 0.0%
 
7862400.0 1 0.0%
 
8467200.0 2 0.0%
 
9150680.0 1 0.0%
 

Var178
Highly correlated

This variable is highly correlated with Var170 and should be ignored for analysis

Correlation 0.95071

Var179
Numeric

Distinct count 16
Unique (%) 0.0%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.1947
Minimum 0
Maximum 105
Zeros (%) 2.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 15
Maximum 105
Range 105
Interquartile range 0

Descriptive statistics

Standard deviation 7.0639
Coef of variation 3.2186
Kurtosis 71.572
Mean 2.1947
MAD 3.5936
Skewness 6.9788
Sum 3595
Variance 49.899
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1341 2.7%
 
5.0 122 0.2%
 
10.0 91 0.2%
 
15.0 38 0.1%
 
20.0 21 0.0%
 
25.0 11 0.0%
 
35.0 3 0.0%
 
60.0 3 0.0%
 
55.0 2 0.0%
 
70.0 1 0.0%
 
Other values (5) 5 0.0%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1341 2.7%
 
5.0 122 0.2%
 
10.0 91 0.2%
 
15.0 38 0.1%
 
20.0 21 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
60.0 3 0.0%
 
65.0 1 0.0%
 
70.0 1 0.0%
 
100.0 1 0.0%
 
105.0 1 0.0%
 

Var18
Numeric

Distinct count 24
Unique (%) 0.0%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.9524
Minimum 0
Maximum 216
Zeros (%) 2.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 36
Maximum 216
Range 216
Interquartile range 0

Descriptive statistics

Standard deviation 17.93
Coef of variation 3.0123
Kurtosis 47.964
Mean 5.9524
MAD 9.0194
Skewness 5.9504
Sum 9750
Variance 321.49
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1241 2.5%
 
6.0 114 0.2%
 
12.0 94 0.2%
 
18.0 45 0.1%
 
24.0 43 0.1%
 
36.0 18 0.0%
 
30.0 18 0.0%
 
42.0 11 0.0%
 
54.0 11 0.0%
 
48.0 10 0.0%
 
Other values (13) 33 0.1%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1241 2.5%
 
6.0 114 0.2%
 
12.0 94 0.2%
 
18.0 45 0.1%
 
24.0 43 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
156.0 2 0.0%
 
162.0 1 0.0%
 
198.0 1 0.0%
 
210.0 1 0.0%
 
216.0 1 0.0%
 

Var180
Numeric

Distinct count 556
Unique (%) 1.1%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 3695600
Minimum 0
Maximum 13993000
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 344310
Median 2586400
Q3 5831500
95-th percentile 11159000
Maximum 13993000
Range 13993000
Interquartile range 5487200

Descriptive statistics

Standard deviation 3665400
Coef of variation 0.99182
Kurtosis -0.21199
Mean 3695600
MAD 3051300
Skewness 0.88015
Sum 2542600000
Variance 13435000000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 123 0.2%
 
2419200.0 5 0.0%
 
4233600.0 4 0.0%
 
8467200.0 4 0.0%
 
604800.0 2 0.0%
 
8020670.0 1 0.0%
 
8699950.0 1 0.0%
 
2380.0 1 0.0%
 
10796240.0 1 0.0%
 
6970194.0 1 0.0%
 
Other values (545) 545 1.1%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 123 0.2%
 
119.0 1 0.0%
 
1169.0 1 0.0%
 
1589.0 1 0.0%
 
2380.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
13461070.0 1 0.0%
 
13602540.0 1 0.0%
 
13716430.0 1 0.0%
 
13947780.0 1 0.0%
 
13993490.0 1 0.0%
 

Var181
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.57002
Minimum 0
Maximum 35
Zeros (%) 84.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 7
Maximum 35
Range 35
Interquartile range 0

Descriptive statistics

Standard deviation 2.3971
Coef of variation 4.2053
Kurtosis 29.16
Mean 0.57002
MAD 1.0686
Skewness 4.943
Sum 25585
Variance 5.7462
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 42072 84.1%
 
7.0 2054 4.1%
 
14.0 692 1.4%
 
21.0 53 0.1%
 
28.0 7 0.0%
 
35.0 6 0.0%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 42072 84.1%
 
7.0 2054 4.1%
 
14.0 692 1.4%
 
21.0 53 0.1%
 
28.0 7 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 2054 4.1%
 
14.0 692 1.4%
 
21.0 53 0.1%
 
28.0 7 0.0%
 
35.0 6 0.0%
 

Var182
Numeric

Distinct count 859
Unique (%) 1.7%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 1476600
Minimum 0
Maximum 12202000
Zeros (%) 1.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 168230
Q3 1906000
95-th percentile 7158300
Maximum 12202000
Range 12202000
Interquartile range 1906000

Descriptive statistics

Standard deviation 2350100
Coef of variation 1.5915
Kurtosis 2.6814
Mean 1476600
MAD 1772100
Skewness 1.838
Sum 2418700000
Variance 5523000000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 730 1.5%
 
1036800.0 18 0.0%
 
950436.0 7 0.0%
 
950430.0 7 0.0%
 
950418.0 5 0.0%
 
950424.0 5 0.0%
 
950454.0 5 0.0%
 
950448.0 4 0.0%
 
518400.0 3 0.0%
 
3628800.0 3 0.0%
 
Other values (848) 851 1.7%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 730 1.5%
 
6.0 1 0.0%
 
42.0 1 0.0%
 
120.0 1 0.0%
 
792.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
10653720.0 1 0.0%
 
10977600.0 1 0.0%
 
11142300.0 1 0.0%
 
11375340.0 1 0.0%
 
12201540.0 1 0.0%
 

Var183
Numeric

Distinct count 396
Unique (%) 0.8%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 73788
Minimum 0
Maximum 2419200
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 40845
95-th percentile 435750
Maximum 2419200
Range 2419200
Interquartile range 40845

Descriptive statistics

Standard deviation 185790
Coef of variation 2.5179
Kurtosis 29.221
Mean 73788
MAD 109710
Skewness 4.3234
Sum 94743000
Variance 34518000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 858 1.7%
 
345600.0 17 0.0%
 
172800.0 6 0.0%
 
691200.0 5 0.0%
 
518400.0 4 0.0%
 
1209600.0 3 0.0%
 
94.0 2 0.0%
 
56574.0 2 0.0%
 
153868.0 1 0.0%
 
50738.0 1 0.0%
 
Other values (385) 385 0.8%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 858 1.7%
 
76.0 1 0.0%
 
90.0 1 0.0%
 
94.0 2 0.0%
 
96.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1053622.0 1 0.0%
 
1118222.0 1 0.0%
 
1209600.0 3 0.0%
 
1213528.0 1 0.0%
 
2419200.0 1 0.0%
 

Var184
Highly correlated

This variable is highly correlated with Var178 and should be ignored for analysis

Correlation 0.94399

Var185
Constant

This variable is constant and should be ignored for analysis

Constant value

Var186
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8605
Minimum 0
Maximum 36
Zeros (%) 1.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 6
95-th percentile 18
Maximum 36
Range 36
Interquartile range 6

Descriptive statistics

Standard deviation 5.9677
Coef of variation 2.0863
Kurtosis 7.9553
Mean 2.8605
MAD 4.2075
Skewness 2.6727
Sum 1968
Variance 35.614
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 506 1.0%
 
6.0 102 0.2%
 
12.0 43 0.1%
 
18.0 18 0.0%
 
24.0 12 0.0%
 
30.0 4 0.0%
 
36.0 3 0.0%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 506 1.0%
 
6.0 102 0.2%
 
12.0 43 0.1%
 
18.0 18 0.0%
 
24.0 12 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
12.0 43 0.1%
 
18.0 18 0.0%
 
24.0 12 0.0%
 
30.0 4 0.0%
 
36.0 3 0.0%
 

Var187
Numeric

Distinct count 50
Unique (%) 0.1%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 13.11
Minimum 0
Maximum 244
Zeros (%) 0.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 6
Q3 16
95-th percentile 52
Maximum 244
Range 244
Interquartile range 16

Descriptive statistics

Standard deviation 23.155
Coef of variation 1.7662
Kurtosis 31.154
Mean 13.11
MAD 13.585
Skewness 4.55
Sum 9020
Variance 536.16
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 203 0.4%
 
2.0 75 0.1%
 
4.0 58 0.1%
 
6.0 46 0.1%
 
8.0 38 0.1%
 
12.0 32 0.1%
 
10.0 30 0.1%
 
14.0 26 0.1%
 
18.0 23 0.0%
 
16.0 17 0.0%
 
Other values (39) 140 0.3%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 203 0.4%
 
2.0 75 0.1%
 
4.0 58 0.1%
 
6.0 46 0.1%
 
8.0 38 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
114.0 1 0.0%
 
116.0 1 0.0%
 
200.0 1 0.0%
 
216.0 1 0.0%
 
244.0 1 0.0%
 

Var188
Numeric

Distinct count 530
Unique (%) 1.1%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 165.16
Minimum 0
Maximum 512.88
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 19.38
Median 193.98
Q3 247.62
95-th percentile 324.8
Maximum 512.88
Range 512.88
Interquartile range 228.24

Descriptive statistics

Standard deviation 110.63
Coef of variation 0.66986
Kurtosis -1.0751
Mean 165.16
MAD 94.881
Skewness -0.18383
Sum 212060
Variance 12240
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 66 0.1%
 
19.38 46 0.1%
 
15.6 41 0.1%
 
18.84 37 0.1%
 
16.68 34 0.1%
 
17.76 34 0.1%
 
19.92 32 0.1%
 
16.14 32 0.1%
 
18.3 23 0.0%
 
188.16 15 0.0%
 
Other values (519) 924 1.8%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 66 0.1%
 
0.54 1 0.0%
 
4.32 1 0.0%
 
5.04 6 0.0%
 
15.06 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
431.82 1 0.0%
 
439.8 1 0.0%
 
446.7 1 0.0%
 
475.92 1 0.0%
 
512.88 1 0.0%
 

Var189
Numeric

Distinct count 100
Unique (%) 0.2%
Missing (%) 57.8%
Missing (n) 28914
Infinite (%) 0.0%
Infinite (n) 0
Mean 268.98
Minimum 6
Maximum 654
Zeros (%) 0.0%

Quantile statistics

Minimum 6
5-th percentile 144
Q1 204
Median 264
Q3 324
95-th percentile 414
Maximum 654
Range 648
Interquartile range 120

Descriptive statistics

Standard deviation 87.465
Coef of variation 0.32517
Kurtosis 1.2006
Mean 268.98
MAD 69.307
Skewness 0.61812
Sum 5671700
Variance 7650.1
Memory size 390.7 KiB
Value Count Frequency (%)  
282.0 624 1.2%
 
264.0 588 1.2%
 
270.0 587 1.2%
 
288.0 570 1.1%
 
276.0 561 1.1%
 
294.0 548 1.1%
 
252.0 548 1.1%
 
258.0 536 1.1%
 
240.0 517 1.0%
 
246.0 517 1.0%
 
Other values (89) 15490 31.0%
 
(Missing) 28914 57.8%
 

Minimum 5 values

Value Count Frequency (%)  
6.0 3 0.0%
 
12.0 3 0.0%
 
18.0 5 0.0%
 
24.0 4 0.0%
 
30.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
600.0 1 0.0%
 
636.0 59 0.1%
 
642.0 74 0.1%
 
648.0 1 0.0%
 
654.0 1 0.0%
 

Var19
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.17033
Minimum 0
Maximum 9
Zeros (%) 3.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 1.2267
Coef of variation 7.2021
Kurtosis 48.008
Mean 0.17033
MAD 0.33421
Skewness 7.0675
Sum 279
Variance 1.5049
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1607 3.2%
 
9.0 31 0.1%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1607 3.2%
 
9.0 31 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1607 3.2%
 
9.0 31 0.1%
 

Var190
Numeric

Distinct count 343
Unique (%) 0.7%
Missing (%) 99.3%
Missing (n) 49652
Infinite (%) 0.0%
Infinite (n) 0
Mean 24935
Minimum 0
Maximum 258730
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 131.65
Q1 3083.9
Median 12853
Q3 33926
95-th percentile 78506
Maximum 258730
Range 258730
Interquartile range 30842

Descriptive statistics

Standard deviation 33936
Coef of variation 1.361
Kurtosis 14.205
Mean 24935
MAD 22852
Skewness 3.1181
Sum 8677200
Variance 1151600000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 3 0.0%
 
25920.0 3 0.0%
 
12960.0 3 0.0%
 
27414.0 1 0.0%
 
12809.88 1 0.0%
 
362.88 1 0.0%
 
5311.979 1 0.0%
 
16831.35 1 0.0%
 
12584.34 1 0.0%
 
4985.82 1 0.0%
 
Other values (332) 332 0.7%
 
(Missing) 49652 99.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3 0.0%
 
7.38 1 0.0%
 
11.07 1 0.0%
 
11.7 1 0.0%
 
12.87 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
176969.7 1 0.0%
 
201147.3 1 0.0%
 
207033.3 1 0.0%
 
226374.3 1 0.0%
 
258732.0 1 0.0%
 

Var191
Categorical

Distinct count 2
Unique (%) 0.0%
Missing (%) 97.7%
Missing (n) 48861
r__I
 
1139
(Missing)
48861
Value Count Frequency (%)  
r__I 1139 2.3%
 
(Missing) 48861 97.7%
 

Var192
Categorical

Distinct count 367
Unique (%) 0.7%
Missing (%) 0.7%
Missing (n) 371
DHeq9ayfAo
 
410
zKnr4RXktW
 
403
8I1r4RXXnK
 
402
Other values (363)
48414
Value Count Frequency (%)  
DHeq9ayfAo 410 0.8%
 
zKnr4RXktW 403 0.8%
 
8I1r4RXXnK 402 0.8%
 
qFpmfo8zhV 401 0.8%
 
75lr4RXktW 400 0.8%
 
CxSr4RXktW 392 0.8%
 
wRXmfo875g 386 0.8%
 
9hRmfo875g 384 0.8%
 
0vimfo8zhV 371 0.7%
 
oyGrjIXt5a 370 0.7%
 
Other values (356) 45710 91.4%
 
(Missing) 371 0.7%
 

Var193
Categorical

Distinct count 47
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
RO12
35989
2Knk1KF
7312
AERks4l
 
2224
Other values (44)
 
4475
Value Count Frequency (%)  
RO12 35989 72.0%
 
2Knk1KF 7312 14.6%
 
AERks4l 2224 4.4%
 
g62hiBSaKg 571 1.1%
 
e6CkoqApVR 533 1.1%
 
LrdZy8QqgUfkVShG 454 0.9%
 
eSGpMwS8zSGgq_trOpckZ5 435 0.9%
 
rEUOq2QD1qfkRr6qpua 408 0.8%
 
onTuEhrJJQy_H3IHkZku5AFczhYGqxJ890 237 0.5%
 
LrdVolaSGUfkVeWC 194 0.4%
 
Other values (37) 1643 3.3%
 

Var194
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 74.1%
Missing (n) 37066
SEuy
12722
lvza
 
159
CTUH
 
53
(Missing)
37066
Value Count Frequency (%)  
SEuy 12722 25.4%
 
lvza 159 0.3%
 
CTUH 53 0.1%
 
(Missing) 37066 74.1%
 

Var195
Categorical

Distinct count 22
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
taul
48078
LfvqpCtLOY
 
801
CiJDdr4TQ0rGERIS
 
526
Other values (19)
 
595
Value Count Frequency (%)  
taul 48078 96.2%
 
LfvqpCtLOY 801 1.6%
 
CiJDdr4TQ0rGERIS 526 1.1%
 
ev6I 150 0.3%
 
CuXi4je 134 0.3%
 
b_3Q 74 0.1%
 
I9xt3GDRhUK7p 55 0.1%
 
I9xt3GMcxUnBZ 32 0.1%
 
hiMqnEM7VgIk4JUu 30 0.1%
 
I9xt3GBDKUbd8 22 0.0%
 
Other values (12) 98 0.2%
 

Var196
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
1K8T
49520
z3mO
 
448
JA1C
 
30
Value Count Frequency (%)  
1K8T 49520 99.0%
 
z3mO 448 0.9%
 
JA1C 30 0.1%
 
mKeq 2 0.0%
 

Var197
Categorical

Distinct count 233
Unique (%) 0.5%
Missing (%) 0.3%
Missing (n) 145
0Xwj
 
4660
lK27
 
4425
TyGl
 
4128
Other values (229)
36642
Value Count Frequency (%)  
0Xwj 4660 9.3%
 
lK27 4425 8.8%
 
TyGl 4128 8.3%
 
487l 3484 7.0%
 
JLbT 3001 6.0%
 
ssAy 1909 3.8%
 
z32l 1004 2.0%
 
kNzO 675 1.4%
 
PGNs 628 1.3%
 
7gSz 604 1.2%
 
Other values (222) 25337 50.7%
 

Var198
Categorical

Distinct count 4259
Unique (%) 8.5%
Missing (%) 0.0%
Missing (n) 0
fhk21Ss
 
4402
PHNvXy8
 
1174
iJzviRg
 
839
Other values (4256)
43585
Value Count Frequency (%)  
fhk21Ss 4402 8.8%
 
PHNvXy8 1174 2.3%
 
iJzviRg 839 1.7%
 
9GJGgoz 753 1.5%
 
6CXYbuk 571 1.1%
 
fqeOwLG 467 0.9%
 
jCepSrJ 262 0.5%
 
_ybO0dd 244 0.5%
 
0Vr7wZ4 242 0.5%
 
pro8v8X 227 0.5%
 
Other values (4249) 40819 81.6%
 

Var199
Categorical

Distinct count 5153
Unique (%) 10.3%
Missing (%) 0.0%
Missing (n) 3
r83_sZi
 
943
_jTP8ioIlJ
 
931
FoJylxy
 
792
Other values (5149)
47331
Value Count Frequency (%)  
r83_sZi 943 1.9%
 
_jTP8ioIlJ 931 1.9%
 
FoJylxy 792 1.6%
 
76j2P_OLn0 635 1.3%
 
k10MzgT 597 1.2%
 
glRBFJT8NN 576 1.2%
 
msIqHk8toE 570 1.1%
 
hOpRIhsUSP 560 1.1%
 
V6XUlxabJ4VaD 549 1.1%
 
9YuuPSz3BI 518 1.0%
 
Other values (5142) 43326 86.7%
 

Var2
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.015576
Minimum 0
Maximum 5
Zeros (%) 2.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.27875
Coef of variation 17.896
Kurtosis 317.24
Mean 0.015576
MAD 0.031056
Skewness 17.854
Sum 20
Variance 0.0777
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1280 2.6%
 
5.0 4 0.0%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1280 2.6%
 
5.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1280 2.6%
 
5.0 4 0.0%
 

Var20
Constant

This variable is constant and should be ignored for analysis

Constant value

Var200
Categorical

Distinct count 15549
Unique (%) 31.1%
Missing (%) 50.6%
Missing (n) 25288
yP09M03
 
80
Uw6SDm8
 
51
Ipi9M03
 
43
Other values (15545)
24538
(Missing)
25288
Value Count Frequency (%)  
yP09M03 80 0.2%
 
Uw6SDm8 51 0.1%
 
Ipi9M03 43 0.1%
 
5YIkUea 32 0.1%
 
b1M9M03 24 0.0%
 
EvCZGt8 23 0.0%
 
gWmZGt8 23 0.0%
 
NvI9wLk 22 0.0%
 
Uw6kiXL 22 0.0%
 
MF5S0rA 18 0.0%
 
Other values (15538) 24374 48.7%
 
(Missing) 25288 50.6%
 

Var201
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 74.1%
Missing (n) 37066
smXZ
12928
6dX3
 
6
(Missing)
37066
Value Count Frequency (%)  
smXZ 12928 25.9%
 
6dX3 6 0.0%
 
(Missing) 37066 74.1%
 

Var202
Categorical

Distinct count 5701
Unique (%) 11.4%
Missing (%) 0.0%
Missing (n) 0
nyZz
 
200
85IW
 
129
VNjO
 
128
Other values (5698)
49543
Value Count Frequency (%)  
nyZz 200 0.4%
 
85IW 129 0.3%
 
VNjO 128 0.3%
 
8FB6 119 0.2%
 
dZaM 116 0.2%
 
gMVu 113 0.2%
 
Mx5G 108 0.2%
 
gif5 107 0.2%
 
o5H_ 106 0.2%
 
kVZt 99 0.2%
 
Other values (5691) 48775 97.5%
 

Var203
Categorical

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.3%
Missing (n) 145
9_Y1
45203
HLqf
 
3205
F3hy
 
1444
(Missing)
 
145
Value Count Frequency (%)  
9_Y1 45203 90.4%
 
HLqf 3205 6.4%
 
F3hy 1444 2.9%
 
dgxZ 3 0.0%
 
(Missing) 145 0.3%
 

Var204
Categorical

Distinct count 102
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
RVjC
 
1733
k13i
 
1536
m_h1
 
1334
Other values (99)
45397
Value Count Frequency (%)  
RVjC 1733 3.5%
 
k13i 1536 3.1%
 
m_h1 1334 2.7%
 
rGJy 1126 2.3%
 
SkZj 1101 2.2%
 
7WNq 1099 2.2%
 
15m3 1080 2.2%
 
YULl 1063 2.1%
 
MBhA 1050 2.1%
 
RcM7 1021 2.0%
 
Other values (92) 37857 75.7%
 

Var205
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 3.9%
Missing (n) 1943
VpdQ
31675
09_Q
11675
sJzTlal
 
4707
(Missing)
 
1943
Value Count Frequency (%)  
VpdQ 31675 63.3%
 
09_Q 11675 23.4%
 
sJzTlal 4707 9.4%
 
(Missing) 1943 3.9%
 

Var206
Categorical

Distinct count 23
Unique (%) 0.0%
Missing (%) 11.2%
Missing (n) 5609
IYzP
17042
zm5i
6376
sYC_
4060
Other values (19)
16913
(Missing)
5609
Value Count Frequency (%)  
IYzP 17042 34.1%
 
zm5i 6376 12.8%
 
sYC_ 4060 8.1%
 
haYg 2982 6.0%
 
hAFG 2728 5.5%
 
wMei 1892 3.8%
 
43pnToF 1563 3.1%
 
y6dw 1482 3.0%
 
kxE9 1429 2.9%
 
6JmL 1178 2.4%
 
Other values (12) 3659 7.3%
 
(Missing) 5609 11.2%
 

Var207
Categorical

Distinct count 14
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
me75fM6ugJ
35030
7M47J5GA0pTYIFxg5uy
 
6932
DHn_WUyBhW_whjA88g9bvA64_
 
3508
Other values (11)
 
4530
Value Count Frequency (%)  
me75fM6ugJ 35030 70.1%
 
7M47J5GA0pTYIFxg5uy 6932 13.9%
 
DHn_WUyBhW_whjA88g9bvA64_ 3508 7.0%
 
Kxdu 1939 3.9%
 
NKv3VA1BpP 1298 2.6%
 
GjJ35utlTa_GNSvxxpb9ju 1066 2.1%
 
6C53VA1kCv 83 0.2%
 
5iay 82 0.2%
 
EBKcR3s6B22tD6gC36gm6S 25 0.1%
 
15TtzZrRt2 18 0.0%
 
Other values (4) 19 0.0%
 

Var208
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.3%
Missing (n) 145
kIsH
45913
sBgB
 
3942
(Missing)
 
145
Value Count Frequency (%)  
kIsH 45913 91.8%
 
sBgB 3942 7.9%
 
(Missing) 145 0.3%
 

Var209
Constant

This variable is constant and should be ignored for analysis

Constant value

Var21
Numeric

Distinct count 725
Unique (%) 1.5%
Missing (%) 11.2%
Missing (n) 5609
Infinite (%) 0.0%
Infinite (n) 0
Mean 241.47
Minimum 0
Maximum 148750
Zeros (%) 3.5%

Quantile statistics

Minimum 0
5-th percentile 16
Q1 116
Median 144
Q3 232
95-th percentile 632
Maximum 148750
Range 148750
Interquartile range 116

Descriptive statistics

Standard deviation 954.13
Coef of variation 3.9513
Kurtosis 13532
Mean 241.47
MAD 183.86
Skewness 94.289
Sum 10719000
Variance 910350
Memory size 390.7 KiB
Value Count Frequency (%)  
132.0 1871 3.7%
 
136.0 1841 3.7%
 
124.0 1746 3.5%
 
0.0 1738 3.5%
 
128.0 1701 3.4%
 
140.0 1561 3.1%
 
144.0 1373 2.7%
 
148.0 1146 2.3%
 
152.0 1013 2.0%
 
120.0 948 1.9%
 
Other values (714) 29453 58.9%
 
(Missing) 5609 11.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1738 3.5%
 
4.0 125 0.2%
 
8.0 146 0.3%
 
12.0 193 0.4%
 
16.0 393 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
28920.0 1 0.0%
 
29864.0 1 0.0%
 
32728.0 1 0.0%
 
49856.0 1 0.0%
 
148752.0 1 0.0%
 

Var210
Categorical

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
uKAI
47576
g5HH
 
1511
7A3j
 
517
Other values (4)
 
396
Value Count Frequency (%)  
uKAI 47576 95.2%
 
g5HH 1511 3.0%
 
7A3j 517 1.0%
 
oT7d 170 0.3%
 
DM_V 162 0.3%
 
3av_ 62 0.1%
 
eyPI 2 0.0%
 

Var211
Categorical

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
L84s
40457
Mtgm
9543
Value Count Frequency (%)  
L84s 40457 80.9%
 
Mtgm 9543 19.1%
 

Var212
Categorical

Distinct count 81
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
NhsEn4L
29317
XfqtO3UdzaXh_
6303
CrNX
 
2907
Other values (78)
11473
Value Count Frequency (%)  
NhsEn4L 29317 58.6%
 
XfqtO3UdzaXh_ 6303 12.6%
 
CrNX 2907 5.8%
 
Ie_5MZs 1483 3.0%
 
FMSzZ91zL2 1467 2.9%
 
4kVnq_T26xq1p 979 2.0%
 
h0lfDKh52u4GP 763 1.5%
 
JBfYVit4g8 678 1.4%
 
_5OXC8MSLt 674 1.3%
 
9pUnzWLbztKTo 652 1.3%
 
Other values (71) 4777 9.6%
 

Var213
Categorical

Distinct count 2
Unique (%) 0.0%
Missing (%) 97.7%
Missing (n) 48858
KdSa
 
1142
(Missing)
48858
Value Count Frequency (%)  
KdSa 1142 2.3%
 
(Missing) 48858 97.7%
 

Var214
Categorical

Distinct count 15549
Unique (%) 31.1%
Missing (%) 50.6%
Missing (n) 25288
5zARyjR
 
80
PXYoFMh
 
51
5zA8Zov
 
43
Other values (15545)
24538
(Missing)
25288
Value Count Frequency (%)  
5zARyjR 80 0.2%
 
PXYoFMh 51 0.1%
 
5zA8Zov 43 0.1%
 
PXYoYU2 32 0.1%
 
Fhz3CDZ 24 0.0%
 
PXYGJt6 23 0.0%
 
PXYT2rL 23 0.0%
 
5zA2v9l 22 0.0%
 
PXYwoeV 22 0.0%
 
5zAF4eX 18 0.0%
 
Other values (15538) 24374 48.7%
 
(Missing) 25288 50.6%
 

Var215
Categorical

Distinct count 2
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49318
eGzu
 
682
(Missing)
49318
Value Count Frequency (%)  
eGzu 682 1.4%
 
(Missing) 49318 98.6%
 

Var216
Categorical

Distinct count 2046
Unique (%) 4.1%
Missing (%) 0.0%
Missing (n) 0
mAjbk_S
 
4941
mAja5EA
 
4234
kZJtVhC
 
3363
Other values (2043)
37462
Value Count Frequency (%)  
mAjbk_S 4941 9.9%
 
mAja5EA 4234 8.5%
 
kZJtVhC 3363 6.7%
 
XTbPUYD 3021 6.0%
 
beK4AFX 1940 3.9%
 
11p4mKe 1708 3.4%
 
NGZxnJM 1348 2.7%
 
kZJyVg2 1095 2.2%
 
kq0aHkC 943 1.9%
 
kq0n8Bj 857 1.7%
 
Other values (2036) 26550 53.1%
 

Var217
Categorical

Distinct count 14101
Unique (%) 28.2%
Missing (%) 1.3%
Missing (n) 657
gvA6
 
271
5smi
 
247
bru6
 
196
Other values (14097)
48629
(Missing)
 
657
Value Count Frequency (%)  
gvA6 271 0.5%
 
5smi 247 0.5%
 
bru6 196 0.4%
 
s9FI 189 0.4%
 
aINY 186 0.4%
 
A1VJ 180 0.4%
 
4a9J 156 0.3%
 
JEC4 151 0.3%
 
He4R 142 0.3%
 
g2AX 129 0.3%
 
Other values (14090) 47496 95.0%
 
(Missing) 657 1.3%
 

Var218
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 1.3%
Missing (n) 657
cJvF
25597
UYBR
23746
(Missing)
 
657
Value Count Frequency (%)  
cJvF 25597 51.2%
 
UYBR 23746 47.5%
 
(Missing) 657 1.3%
 

Var219
Categorical

Distinct count 21
Unique (%) 0.0%
Missing (%) 10.5%
Missing (n) 5263
FzaX
40294
AU8pNoi
 
1089
qxDb
 
1063
Other values (17)
 
2291
(Missing)
 
5263
Value Count Frequency (%)  
FzaX 40294 80.6%
 
AU8pNoi 1089 2.2%
 
qxDb 1063 2.1%
 
OFWH 847 1.7%
 
AU8_WTd 566 1.1%
 
wwPEXoilkr 434 0.9%
 
Lmli 258 0.5%
 
tdJW_Pm 95 0.2%
 
FqMWi1g 24 0.0%
 
ylgWTXl 15 0.0%
 
Other values (10) 52 0.1%
 
(Missing) 5263 10.5%
 

Var22
Highly correlated

This variable is highly correlated with Var21 and should be ignored for analysis

Correlation 1

Var220
Categorical

Distinct count 4259
Unique (%) 8.5%
Missing (%) 0.0%
Missing (n) 0
4UxGlow
 
4402
UF16siJ
 
1174
ch2oGfM
 
839
Other values (4256)
43585
Value Count Frequency (%)  
4UxGlow 4402 8.8%
 
UF16siJ 1174 2.3%
 
ch2oGfM 839 1.7%
 
Tvpip6Z 753 1.5%
 
ROeipLp 571 1.1%
 
fxJmel6 467 0.9%
 
Oy_RPEi 262 0.5%
 
L91KIiz 244 0.5%
 
XbZitea 242 0.5%
 
meWVy8V 227 0.5%
 
Other values (4249) 40819 81.6%
 

Var221
Categorical

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
oslk
36918
zCkv
 
6219
d0EEeJi
 
2974
Other values (4)
 
3889
Value Count Frequency (%)  
oslk 36918 73.8%
 
zCkv 6219 12.4%
 
d0EEeJi 2974 5.9%
 
QKW8DRm 1746 3.5%
 
Al6ZaUT 1692 3.4%
 
z4pH 300 0.6%
 
JIiEFBU 151 0.3%
 

Var222
Categorical

Distinct count 4259
Unique (%) 8.5%
Missing (%) 0.0%
Missing (n) 0
catzS2D
 
4402
APgdzOv
 
1174
P6pu4Vl
 
839
Other values (4256)
43585
Value Count Frequency (%)  
catzS2D 4402 8.8%
 
APgdzOv 1174 2.3%
 
P6pu4Vl 839 1.7%
 
hHJsvbM 753 1.5%
 
K2SqEo9 571 1.1%
 
WfsWw2A 467 0.9%
 
FS4qjNq 262 0.5%
 
CE7uk3u 244 0.5%
 
DHPNgqU 242 0.5%
 
DQ3u3MC 227 0.5%
 
Other values (4249) 40819 81.6%
 

Var223
Categorical

Distinct count 5
Unique (%) 0.0%
Missing (%) 10.5%
Missing (n) 5263
LM8l689qOp
36495
jySVZNlOJy
 
6027
M_8D
 
2051
(Missing)
 
5263
Value Count Frequency (%)  
LM8l689qOp 36495 73.0%
 
jySVZNlOJy 6027 12.1%
 
M_8D 2051 4.1%
 
bCPvVye 164 0.3%
 
(Missing) 5263 10.5%
 

Var224
Categorical

Distinct count 2
Unique (%) 0.0%
Missing (%) 98.3%
Missing (n) 49145
4n2X
 
855
(Missing)
49145
Value Count Frequency (%)  
4n2X 855 1.7%
 
(Missing) 49145 98.3%
 

Var225
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 52.0%
Missing (n) 26019
ELof
11047
kG3k
10519
xG3x
 
2415
(Missing)
26019
Value Count Frequency (%)  
ELof 11047 22.1%
 
kG3k 10519 21.0%
 
xG3x 2415 4.8%
 
(Missing) 26019 52.0%
 

Var226
Categorical

Distinct count 25
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
FSa2
8135
Qu4f
 
4917
WqMG
 
4232
Other values (22)
32716
Value Count Frequency (%)  
FSa2 8135 16.3%
 
Qu4f 4917 9.8%
 
WqMG 4232 8.5%
 
szEZ 2879 5.8%
 
7P5s 2813 5.6%
 
Aoh3 2578 5.2%
 
fKCe 2429 4.9%
 
5Acm 2256 4.5%
 
453m 2098 4.2%
 
xb3V 2080 4.2%
 
Other values (15) 15583 31.2%
 

Var227
Categorical

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
RAYp
35111
ZI9m
 
6118
6fzt
 
3436
Other values (4)
 
5335
Value Count Frequency (%)  
RAYp 35111 70.2%
 
ZI9m 6118 12.2%
 
6fzt 3436 6.9%
 
02N6s8f 2369 4.7%
 
nIGXDli 2261 4.5%
 
vJ_w8kB 686 1.4%
 
nIGjgSB 19 0.0%
 

Var228
Categorical

Distinct count 30
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
F2FyR07IdsN7I
32653
55YFVY9
 
4271
ib5G6X1eUxUn6
 
2590
Other values (27)
10486
Value Count Frequency (%)  
F2FyR07IdsN7I 32653 65.3%
 
55YFVY9 4271 8.5%
 
ib5G6X1eUxUn6 2590 5.2%
 
R4y5gQQWY8OodqDV 1685 3.4%
 
xwM2aC7IdeMC0 1521 3.0%
 
TCU50_Yjmm6GIBZ0lL_ 1292 2.6%
 
iyHGyLCEkQ 1222 2.4%
 
Zy3gnGM 988 2.0%
 
F2FcTt7IdMT_v 862 1.7%
 
SbOd7O8ky1wGNxp0Arj0Xs 752 1.5%
 
Other values (20) 2164 4.3%
 

Var229
Categorical

Distinct count 5
Unique (%) 0.0%
Missing (%) 56.9%
Missing (n) 28432
am7c
11756
mj86
9740
oJmt
 
41
(Missing)
28432
Value Count Frequency (%)  
am7c 11756 23.5%
 
mj86 9740 19.5%
 
oJmt 41 0.1%
 
sk2h 31 0.1%
 
(Missing) 28432 56.9%
 

Var23
Numeric

Distinct count 32
Unique (%) 0.1%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 6.5405
Minimum 0
Maximum 540
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 5
95-th percentile 30
Maximum 540
Range 540
Interquartile range 5

Descriptive statistics

Standard deviation 28.265
Coef of variation 4.3215
Kurtosis 220.3
Mean 6.5405
MAD 9.5452
Skewness 13.267
Sum 9850
Variance 798.89
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1057 2.1%
 
5.0 178 0.4%
 
10.0 81 0.2%
 
15.0 57 0.1%
 
20.0 35 0.1%
 
25.0 18 0.0%
 
30.0 15 0.0%
 
45.0 11 0.0%
 
35.0 9 0.0%
 
40.0 8 0.0%
 
Other values (21) 37 0.1%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1057 2.1%
 
5.0 178 0.4%
 
10.0 81 0.2%
 
15.0 57 0.1%
 
20.0 35 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
180.0 1 0.0%
 
305.0 1 0.0%
 
495.0 1 0.0%
 
510.0 1 0.0%
 
540.0 1 0.0%
 

Var230
Constant

This variable is constant and should be ignored for analysis

Constant value

Var24
Numeric

Distinct count 110
Unique (%) 0.2%
Missing (%) 14.5%
Missing (n) 7239
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.7048
Minimum 0
Maximum 2180
Zeros (%) 31.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2
Q3 6
95-th percentile 16
Maximum 2180
Range 2180
Interquartile range 6

Descriptive statistics

Standard deviation 15.865
Coef of variation 3.3722
Kurtosis 8439.8
Mean 4.7048
MAD 4.8453
Skewness 67.958
Sum 201180
Variance 251.71
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 15889 31.8%
 
2.0 9179 18.4%
 
4.0 5697 11.4%
 
6.0 3761 7.5%
 
8.0 2719 5.4%
 
10.0 1374 2.7%
 
12.0 943 1.9%
 
14.0 693 1.4%
 
16.0 528 1.1%
 
18.0 381 0.8%
 
Other values (99) 1597 3.2%
 
(Missing) 7239 14.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 15889 31.8%
 
2.0 9179 18.4%
 
4.0 5697 11.4%
 
6.0 3761 7.5%
 
8.0 2719 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
416.0 1 0.0%
 
496.0 1 0.0%
 
506.0 1 0.0%
 
564.0 1 0.0%
 
2180.0 1 0.0%
 

Var25
Highly correlated

This variable is highly correlated with Var22 and should be ignored for analysis

Correlation 0.93372

Var26
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.053785
Minimum 0
Maximum 3
Zeros (%) 3.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.3982
Coef of variation 7.4037
Kurtosis 50.969
Mean 0.053785
MAD 0.10564
Skewness 7.2733
Sum 81
Variance 0.15857
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1479 3.0%
 
3.0 27 0.1%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1479 3.0%
 
3.0 27 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1479 3.0%
 
3.0 27 0.1%
 

Var27
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.02656
Minimum 0
Maximum 4
Zeros (%) 3.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.24035
Coef of variation 9.049
Kurtosis 101.41
Mean 0.02656
MAD 0.052451
Skewness 9.6344
Sum 40
Variance 0.057766
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1487 3.0%
 
2.0 18 0.0%
 
4.0 1 0.0%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1487 3.0%
 
2.0 18 0.0%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1487 3.0%
 
2.0 18 0.0%
 
4.0 1 0.0%
 

Var28
Numeric

Distinct count 4188
Unique (%) 8.4%
Missing (%) 10.2%
Missing (n) 5119
Infinite (%) 0.0%
Infinite (n) 0
Mean 224.05
Minimum -60.24
Maximum 3901.8
Zeros (%) 0.8%

Quantile statistics

Minimum -60.24
5-th percentile 99.68
Q1 166.56
Median 220.08
Q3 266.48
95-th percentile 356.56
Maximum 3901.8
Range 3962
Interquartile range 99.92

Descriptive statistics

Standard deviation 94.899
Coef of variation 0.42357
Kurtosis 84.33
Mean 224.05
MAD 63.462
Skewness 4.089
Sum 10055000
Variance 9005.8
Memory size 390.7 KiB
Value Count Frequency (%)  
166.56 7208 14.4%
 
220.08 3660 7.3%
 
186.64 3512 7.0%
 
253.52 2951 5.9%
 
200.0 2914 5.8%
 
133.12 2141 4.3%
 
286.96 1928 3.9%
 
233.44 860 1.7%
 
320.4 388 0.8%
 
0.0 377 0.8%
 
Other values (4177) 18942 37.9%
 
(Missing) 5119 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
-60.24 1 0.0%
 
-46.8 1 0.0%
 
-40.16 2 0.0%
 
-17.68 1 0.0%
 
0.0 377 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
1893.92 1 0.0%
 
1972.08 1 0.0%
 
2174.72 1 0.0%
 
2533.28 1 0.0%
 
3901.76 1 0.0%
 

Var29
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.026163
Minimum 0
Maximum 2
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.22741
Coef of variation 8.6922
Kurtosis 71.989
Mean 0.026163
MAD 0.051641
Skewness 8.5895
Sum 18
Variance 0.051716
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 679 1.4%
 
2.0 9 0.0%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 679 1.4%
 
2.0 9 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 679 1.4%
 
2.0 9 0.0%
 

Var3
Numeric

Distinct count 130
Unique (%) 0.3%
Missing (%) 97.4%
Missing (n) 48718
Infinite (%) 0.0%
Infinite (n) 0
Mean 404.13
Minimum 0
Maximum 109630
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 336.9
Maximum 109630
Range 109630
Interquartile range 0

Descriptive statistics

Standard deviation 3868.1
Coef of variation 9.5714
Kurtosis 526.08
Mean 404.13
MAD 745.78
Skewness 20.619
Sum 518100
Variance 14962000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1063 2.1%
 
9.0 10 0.0%
 
3.0 7 0.0%
 
72.0 6 0.0%
 
12.0 6 0.0%
 
15.0 5 0.0%
 
24.0 5 0.0%
 
18.0 5 0.0%
 
147.0 5 0.0%
 
63.0 4 0.0%
 
Other values (119) 166 0.3%
 
(Missing) 48718 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1063 2.1%
 
3.0 7 0.0%
 
6.0 1 0.0%
 
9.0 10 0.0%
 
12.0 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
25383.0 1 0.0%
 
25443.0 1 0.0%
 
39228.0 1 0.0%
 
48444.0 1 0.0%
 
109632.0 1 0.0%
 

Var30
Numeric

Distinct count 11
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 7.0058
Minimum 0
Maximum 45
Zeros (%) 0.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 5
Q3 10
95-th percentile 20
Maximum 45
Range 45
Interquartile range 10

Descriptive statistics

Standard deviation 7.0641
Coef of variation 1.0083
Kurtosis 4.6059
Mean 7.0058
MAD 5.2776
Skewness 1.738
Sum 4820
Variance 49.901
Memory size 390.7 KiB
Value Count Frequency (%)  
5.0 238 0.5%
 
0.0 191 0.4%
 
10.0 153 0.3%
 
15.0 57 0.1%
 
20.0 25 0.1%
 
30.0 8 0.0%
 
25.0 8 0.0%
 
35.0 5 0.0%
 
45.0 2 0.0%
 
40.0 1 0.0%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 191 0.4%
 
5.0 238 0.5%
 
10.0 153 0.3%
 
15.0 57 0.1%
 
20.0 25 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
25.0 8 0.0%
 
30.0 8 0.0%
 
35.0 5 0.0%
 
40.0 1 0.0%
 
45.0 2 0.0%
 

Var31
Constant

This variable is constant and should be ignored for analysis

Constant value

Var32
Constant

This variable is constant and should be ignored for analysis

Constant value

Var33
Numeric

Distinct count 293
Unique (%) 0.6%
Missing (%) 98.3%
Missing (n) 49139
Infinite (%) 0.0%
Infinite (n) 0
Mean 138930
Minimum 0
Maximum 6933900
Zeros (%) 1.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 72630
95-th percentile 712820
Maximum 6933900
Range 6933900
Interquartile range 72630

Descriptive statistics

Standard deviation 522610
Coef of variation 3.7617
Kurtosis 74.839
Mean 138930
MAD 206610
Skewness 7.858
Sum 119620000
Variance 273130000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 553 1.1%
 
777600.0 12 0.0%
 
712818.0 5 0.0%
 
10017.0 2 0.0%
 
141138.0 2 0.0%
 
304605.0 1 0.0%
 
135891.0 1 0.0%
 
108891.0 1 0.0%
 
67914.0 1 0.0%
 
33894.0 1 0.0%
 
Other values (282) 282 0.6%
 
(Missing) 49139 98.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 553 1.1%
 
423.0 1 0.0%
 
441.0 1 0.0%
 
585.0 1 0.0%
 
720.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3898701.0 1 0.0%
 
4815945.0 1 0.0%
 
5443200.0 1 0.0%
 
5443209.0 1 0.0%
 
6933933.0 1 0.0%
 

Var34
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.2835
Minimum 0
Maximum 72
Zeros (%) 2.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 8
Maximum 72
Range 72
Interquartile range 0

Descriptive statistics

Standard deviation 5.2804
Coef of variation 4.1141
Kurtosis 53.274
Mean 1.2835
MAD 2.3311
Skewness 6.4114
Sum 1648
Variance 27.882
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1166 2.3%
 
8.0 79 0.2%
 
16.0 18 0.0%
 
24.0 8 0.0%
 
32.0 5 0.0%
 
40.0 4 0.0%
 
48.0 3 0.0%
 
72.0 1 0.0%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1166 2.3%
 
8.0 79 0.2%
 
16.0 18 0.0%
 
24.0 8 0.0%
 
32.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
24.0 8 0.0%
 
32.0 5 0.0%
 
40.0 4 0.0%
 
48.0 3 0.0%
 
72.0 1 0.0%
 

Var35
Numeric

Distinct count 13
Unique (%) 0.0%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.7193
Minimum 0
Maximum 55
Zeros (%) 82.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 5
Maximum 55
Range 55
Interquartile range 0

Descriptive statistics

Standard deviation 3.0004
Coef of variation 4.1713
Kurtosis 58.254
Mean 0.7193
MAD 1.3184
Skewness 6.4827
Sum 32285
Variance 9.0023
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 41135 82.3%
 
5.0 2318 4.6%
 
10.0 807 1.6%
 
15.0 312 0.6%
 
20.0 136 0.3%
 
25.0 100 0.2%
 
30.0 34 0.1%
 
35.0 18 0.0%
 
40.0 11 0.0%
 
45.0 7 0.0%
 
Other values (2) 6 0.0%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 41135 82.3%
 
5.0 2318 4.6%
 
10.0 807 1.6%
 
15.0 312 0.6%
 
20.0 136 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
35.0 18 0.0%
 
40.0 11 0.0%
 
45.0 7 0.0%
 
50.0 2 0.0%
 
55.0 4 0.0%
 

Var36
Numeric

Distinct count 552
Unique (%) 1.1%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 158830
Minimum 0
Maximum 2513500
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 150100
95-th percentile 910610
Maximum 2513500
Range 2513500
Interquartile range 150100

Descriptive statistics

Standard deviation 340390
Coef of variation 2.1431
Kurtosis 11.462
Mean 158830
MAD 220090
Skewness 3.1021
Sum 203940000
Variance 115860000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 720 1.4%
 
172800.0 8 0.0%
 
345600.0 3 0.0%
 
1209600.0 3 0.0%
 
1778.0 2 0.0%
 
1036800.0 2 0.0%
 
179168.0 2 0.0%
 
40976.0 1 0.0%
 
468846.0 1 0.0%
 
100772.0 1 0.0%
 
Other values (541) 541 1.1%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 720 1.4%
 
74.0 1 0.0%
 
112.0 1 0.0%
 
172.0 1 0.0%
 
228.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2156360.0 1 0.0%
 
2311200.0 1 0.0%
 
2419200.0 1 0.0%
 
2424260.0 1 0.0%
 
2513540.0 1 0.0%
 

Var37
Numeric

Distinct count 585
Unique (%) 1.2%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 637030
Minimum 0
Maximum 11217000
Zeros (%) 2.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 658770
95-th percentile 3627000
Maximum 11217000
Range 11217000
Interquartile range 658770

Descriptive statistics

Standard deviation 1366000
Coef of variation 2.1443
Kurtosis 12.369
Mean 637030
MAD 884290
Skewness 3.1651
Sum 1043500000
Variance 1866000000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1004 2.0%
 
777600.0 14 0.0%
 
1555200.0 13 0.0%
 
1425645.0 5 0.0%
 
1425654.0 5 0.0%
 
1425681.0 3 0.0%
 
712818.0 3 0.0%
 
712809.0 3 0.0%
 
3110400.0 3 0.0%
 
292230.0 2 0.0%
 
Other values (574) 583 1.2%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1004 2.0%
 
9.0 1 0.0%
 
522.0 1 0.0%
 
630.0 1 0.0%
 
738.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
8830125.0 1 0.0%
 
9516690.0 1 0.0%
 
10022400.0 1 0.0%
 
11020410.0 1 0.0%
 
11216520.0 1 0.0%
 

Var38
Numeric

Distinct count 31083
Unique (%) 62.2%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 2556600
Minimum 0
Maximum 20888000
Zeros (%) 18.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 10084
Median 1285200
Q3 4492900
95-th percentile 8529200
Maximum 20888000
Range 20888000
Interquartile range 4482800

Descriptive statistics

Standard deviation 2985600
Coef of variation 1.1678
Kurtosis 0.65554
Mean 2556600
MAD 2500100
Skewness 1.1207
Sum 114750000000
Variance 8913700000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 9104 18.2%
 
3628800.0 169 0.3%
 
7257600.0 148 0.3%
 
518400.0 145 0.3%
 
11404800.0 126 0.3%
 
1555200.0 123 0.2%
 
10886400.0 102 0.2%
 
2073600.0 83 0.2%
 
4147200.0 80 0.2%
 
1036800.0 79 0.2%
 
Other values (31072) 34725 69.5%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9104 18.2%
 
6.0 3 0.0%
 
12.0 4 0.0%
 
18.0 1 0.0%
 
24.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
18144000.0 6 0.0%
 
19258800.0 1 0.0%
 
19658460.0 1 0.0%
 
20692200.0 1 0.0%
 
20887740.0 1 0.0%
 

Var39
Constant

This variable is constant and should be ignored for analysis

Constant value

Var4
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.12637
Minimum 0
Maximum 27
Zeros (%) 3.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 27
Range 27
Interquartile range 0

Descriptive statistics

Standard deviation 1.2716
Coef of variation 10.062
Kurtosis 190.45
Mean 0.12637
MAD 0.24982
Skewness 12.496
Sum 207
Variance 1.6169
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1619 3.2%
 
9.0 16 0.0%
 
18.0 2 0.0%
 
27.0 1 0.0%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1619 3.2%
 
9.0 16 0.0%
 
18.0 2 0.0%
 
27.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1619 3.2%
 
9.0 16 0.0%
 
18.0 2 0.0%
 
27.0 1 0.0%
 

Var40
Numeric

Distinct count 32
Unique (%) 0.1%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 14.442
Minimum 0
Maximum 2648
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 8
95-th percentile 56
Maximum 2648
Range 2648
Interquartile range 8

Descriptive statistics

Standard deviation 85.312
Coef of variation 5.9071
Kurtosis 718.45
Mean 14.442
MAD 20.546
Skewness 24.321
Sum 18544
Variance 7278.2
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 858 1.7%
 
8.0 124 0.2%
 
16.0 106 0.2%
 
24.0 46 0.1%
 
32.0 39 0.1%
 
40.0 24 0.0%
 
48.0 18 0.0%
 
56.0 14 0.0%
 
72.0 8 0.0%
 
64.0 8 0.0%
 
Other values (21) 39 0.1%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 858 1.7%
 
8.0 124 0.2%
 
16.0 106 0.2%
 
24.0 46 0.1%
 
32.0 39 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
376.0 1 0.0%
 
400.0 1 0.0%
 
680.0 1 0.0%
 
824.0 1 0.0%
 
2648.0 1 0.0%
 

Var41
Highly correlated

This variable is highly correlated with Var9 and should be ignored for analysis

Correlation 0.90932

Var42
Constant

This variable is constant and should be ignored for analysis

Constant value

Var43
Highly correlated

This variable is highly correlated with Var40 and should be ignored for analysis

Correlation 0.93836

Var44
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.16322
Minimum 0
Maximum 54
Zeros (%) 88.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 54
Range 54
Interquartile range 0

Descriptive statistics

Standard deviation 1.4687
Coef of variation 8.9982
Kurtosis 200.03
Mean 0.16322
MAD 0.3216
Skewness 12.022
Sum 7326
Variance 2.157
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 44219 88.4%
 
9.0 551 1.1%
 
18.0 89 0.2%
 
27.0 18 0.0%
 
36.0 5 0.0%
 
45.0 1 0.0%
 
54.0 1 0.0%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 44219 88.4%
 
9.0 551 1.1%
 
18.0 89 0.2%
 
27.0 18 0.0%
 
36.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
18.0 89 0.2%
 
27.0 18 0.0%
 
36.0 5 0.0%
 
45.0 1 0.0%
 
54.0 1 0.0%
 

Var45
Numeric

Distinct count 367
Unique (%) 0.7%
Missing (%) 99.3%
Missing (n) 49632
Infinite (%) 0.0%
Infinite (n) 0
Mean 5633.2
Minimum 0
Maximum 39893
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 42.76
Q1 939.64
Median 3286.7
Q3 8286.8
95-th percentile 17910
Maximum 39893
Range 39893
Interquartile range 7347.2

Descriptive statistics

Standard deviation 6472.7
Coef of variation 1.149
Kurtosis 4.7907
Mean 5633.2
MAD 4835.4
Skewness 1.9204
Sum 2073000
Variance 41896000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 2 0.0%
 
1082.46 2 0.0%
 
5810.5 1 0.0%
 
1054.54 1 0.0%
 
232.76 1 0.0%
 
18996.34 1 0.0%
 
6127.3 1 0.0%
 
24579.6 1 0.0%
 
799.74 1 0.0%
 
6228.22 1 0.0%
 
Other values (356) 356 0.7%
 
(Missing) 49632 99.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
0.2 1 0.0%
 
1.56 1 0.0%
 
1.86 1 0.0%
 
4.24 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
28740.2 1 0.0%
 
32383.0 1 0.0%
 
33509.6 1 0.0%
 
35956.8 1 0.0%
 
39892.6 1 0.0%
 

Var46
Highly correlated

This variable is highly correlated with Var40 and should be ignored for analysis

Correlation 0.93351

Var47
Numeric

Distinct count 10
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49314
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0058
Minimum 0
Maximum 112
Zeros (%) 1.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 16
Maximum 112
Range 112
Interquartile range 0

Descriptive statistics

Standard deviation 8.2861
Coef of variation 4.131
Kurtosis 76.675
Mean 2.0058
MAD 3.5731
Skewness 7.5321
Sum 1376
Variance 68.66
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 611 1.2%
 
8.0 39 0.1%
 
16.0 14 0.0%
 
24.0 9 0.0%
 
32.0 8 0.0%
 
56.0 2 0.0%
 
48.0 1 0.0%
 
96.0 1 0.0%
 
112.0 1 0.0%
 
(Missing) 49314 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 611 1.2%
 
8.0 39 0.1%
 
16.0 14 0.0%
 
24.0 9 0.0%
 
32.0 8 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
32.0 8 0.0%
 
48.0 1 0.0%
 
56.0 2 0.0%
 
96.0 1 0.0%
 
112.0 1 0.0%
 

Var48
Constant

This variable is constant and should be ignored for analysis

Constant value

Var49
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.084112
Minimum 0
Maximum 12
Zeros (%) 2.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 12
Range 12
Interquartile range 0

Descriptive statistics

Standard deviation 0.78117
Coef of variation 9.2872
Kurtosis 117.85
Mean 0.084112
MAD 0.16613
Skewness 10.287
Sum 108
Variance 0.61022
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1268 2.5%
 
6.0 14 0.0%
 
12.0 2 0.0%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1268 2.5%
 
6.0 14 0.0%
 
12.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1268 2.5%
 
6.0 14 0.0%
 
12.0 2 0.0%
 

Var5
Numeric

Distinct count 589
Unique (%) 1.2%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 224090
Minimum 0
Maximum 6139000
Zeros (%) 1.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 124610
95-th percentile 1307800
Maximum 6139000
Range 6139000
Interquartile range 124610

Descriptive statistics

Standard deviation 589110
Coef of variation 2.6289
Kurtosis 23.556
Mean 224090
MAD 327330
Skewness 4.3162
Sum 337480000
Variance 347050000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 901 1.8%
 
432000.0 8 0.0%
 
1296000.0 4 0.0%
 
864000.0 4 0.0%
 
3024000.0 3 0.0%
 
792020.0 3 0.0%
 
106850.0 2 0.0%
 
1094540.0 1 0.0%
 
235270.0 1 0.0%
 
1619740.0 1 0.0%
 
Other values (578) 578 1.2%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 901 1.8%
 
80.0 1 0.0%
 
90.0 1 0.0%
 
155.0 1 0.0%
 
185.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4318660.0 1 0.0%
 
4320000.0 1 0.0%
 
4320005.0 1 0.0%
 
4654220.0 1 0.0%
 
6138950.0 1 0.0%
 

Var50
Numeric

Distinct count 68
Unique (%) 0.1%
Missing (%) 98.6%
Missing (n) 49314
Infinite (%) 0.0%
Infinite (n) 0
Mean 32.478
Minimum 0
Maximum 1200
Zeros (%) 1.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 5
95-th percentile 185
Maximum 1200
Range 1200
Interquartile range 5

Descriptive statistics

Standard deviation 109.55
Coef of variation 3.373
Kurtosis 36.283
Mean 32.478
MAD 51.494
Skewness 5.4294
Sum 22280
Variance 12001
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 509 1.0%
 
5.0 20 0.0%
 
15.0 13 0.0%
 
20.0 12 0.0%
 
30.0 10 0.0%
 
25.0 9 0.0%
 
35.0 7 0.0%
 
40.0 6 0.0%
 
10.0 5 0.0%
 
110.0 5 0.0%
 
Other values (57) 90 0.2%
 
(Missing) 49314 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 509 1.0%
 
5.0 20 0.0%
 
10.0 5 0.0%
 
15.0 13 0.0%
 
20.0 12 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
715.0 1 0.0%
 
730.0 1 0.0%
 
735.0 1 0.0%
 
860.0 1 0.0%
 
1200.0 1 0.0%
 

Var51
Numeric

Distinct count 3421
Unique (%) 6.8%
Missing (%) 92.8%
Missing (n) 46399
Infinite (%) 0.0%
Infinite (n) 0
Mean 42159
Minimum 0
Maximum 350550
Zeros (%) 0.3%

Quantile statistics

Minimum 0
5-th percentile 71.2
Q1 2938
Median 9771.4
Q3 45760
95-th percentile 217760
Maximum 350550
Range 350550
Interquartile range 42822

Descriptive statistics

Standard deviation 69715
Coef of variation 1.6536
Kurtosis 4.4187
Mean 42159
MAD 49022
Skewness 2.237
Sum 151810000
Variance 4860100000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 152 0.3%
 
80640.0 6 0.0%
 
161280.0 6 0.0%
 
23040.0 6 0.0%
 
11520.0 4 0.0%
 
34560.0 3 0.0%
 
10560.4 3 0.0%
 
71.84 2 0.0%
 
4389.04 2 0.0%
 
700.4 2 0.0%
 
Other values (3410) 3415 6.8%
 
(Missing) 46399 92.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 152 0.3%
 
5.36 1 0.0%
 
6.24 1 0.0%
 
11.04 1 0.0%
 
15.6 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
344175.2 1 0.0%
 
345417.6 1 0.0%
 
345489.6 1 0.0%
 
349928.8 1 0.0%
 
350553.6 1 0.0%
 

Var52
Constant

This variable is constant and should be ignored for analysis

Constant value

Var53
Numeric

Distinct count 436
Unique (%) 0.9%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 674780
Minimum 0
Maximum 10902000
Zeros (%) 0.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 104910
Q3 738210
95-th percentile 3213300
Maximum 10902000
Range 10902000
Interquartile range 738210

Descriptive statistics

Standard deviation 1361300
Coef of variation 2.0174
Kurtosis 17.885
Mean 674780
MAD 825600
Skewness 3.7217
Sum 464250000
Variance 1853200000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 239 0.5%
 
777600.0 4 0.0%
 
3110400.0 3 0.0%
 
3888000.0 3 0.0%
 
5443200.0 3 0.0%
 
2332800.0 3 0.0%
 
1555200.0 3 0.0%
 
30609.0 2 0.0%
 
793890.0 2 0.0%
 
234630.0 1 0.0%
 
Other values (425) 425 0.9%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 239 0.5%
 
63.0 1 0.0%
 
378.0 1 0.0%
 
432.0 1 0.0%
 
495.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7776225.0 1 0.0%
 
8499060.0 1 0.0%
 
10200690.0 1 0.0%
 
10886400.0 1 0.0%
 
10902240.0 1 0.0%
 

Var54
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.2586
Minimum 0
Maximum 32
Zeros (%) 1.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 8
Q3 8
95-th percentile 16
Maximum 32
Range 32
Interquartile range 8

Descriptive statistics

Standard deviation 5.9563
Coef of variation 1.1327
Kurtosis -0.09115
Mean 5.2586
MAD 5.234
Skewness 0.80731
Sum 6752
Variance 35.478
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 639 1.3%
 
8.0 456 0.9%
 
16.0 181 0.4%
 
24.0 6 0.0%
 
32.0 2 0.0%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 639 1.3%
 
8.0 456 0.9%
 
16.0 181 0.4%
 
24.0 6 0.0%
 
32.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 639 1.3%
 
8.0 456 0.9%
 
16.0 181 0.4%
 
24.0 6 0.0%
 
32.0 2 0.0%
 

Var55
Constant

This variable is constant and should be ignored for analysis

Constant value

Var56
Numeric

Distinct count 194
Unique (%) 0.4%
Missing (%) 98.7%
Missing (n) 49325
Infinite (%) 0.0%
Infinite (n) 0
Mean 90095
Minimum 0
Maximum 3024000
Zeros (%) 0.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 39562
95-th percentile 432000
Maximum 3024000
Range 3024000
Interquartile range 39562

Descriptive statistics

Standard deviation 256650
Coef of variation 2.8486
Kurtosis 50.833
Mean 90095
MAD 134260
Skewness 5.9639
Sum 60814000
Variance 65867000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 451 0.9%
 
432000.0 29 0.1%
 
864000.0 5 0.0%
 
234925.0 1 0.0%
 
27290.0 1 0.0%
 
742025.0 1 0.0%
 
125495.0 1 0.0%
 
92715.0 1 0.0%
 
7840.0 1 0.0%
 
46310.0 1 0.0%
 
Other values (183) 183 0.4%
 
(Missing) 49325 98.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 451 0.9%
 
190.0 1 0.0%
 
390.0 1 0.0%
 
475.0 1 0.0%
 
695.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1260090.0 1 0.0%
 
1819285.0 1 0.0%
 
1845350.0 1 0.0%
 
2795555.0 1 0.0%
 
3024000.0 1 0.0%
 

Var57
Numeric

Distinct count 25561
Unique (%) 51.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.4944
Minimum 0
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 0.34265
Q1 1.7703
Median 3.4995
Q3 5.2248
95-th percentile 6.6435
Maximum 7
Range 7
Interquartile range 3.4544

Descriptive statistics

Standard deviation 2.0138
Coef of variation 0.5763
Kurtosis -1.1885
Mean 3.4944
MAD 1.7418
Skewness 7.3825e-05
Sum 174720
Variance 4.0554
Memory size 390.7 KiB
Value Count Frequency (%)  
1.5646229999999999 8 0.0%
 
0.8553728 8 0.0%
 
2.5524459999999998 8 0.0%
 
6.229652 8 0.0%
 
0.7244179000000001 8 0.0%
 
5.53151 8 0.0%
 
2.925443 8 0.0%
 
0.4279 8 0.0%
 
0.5430464 7 0.0%
 
4.504593 7 0.0%
 
Other values (25551) 49922 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1 0.0%
 
0.0002136296 2 0.0%
 
0.0004272591 3 0.0%
 
0.0006408887000000001 1 0.0%
 
0.0008545183000000001 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
6.9991460000000005 3 0.0%
 
6.999358999999999 2 0.0%
 
6.999573 2 0.0%
 
6.999786 2 0.0%
 
7.0 1 0.0%
 

Var58
Numeric

Distinct count 229
Unique (%) 0.5%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 140150
Minimum 0
Maximum 9676800
Zeros (%) 0.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 59680
95-th percentile 691200
Maximum 9676800
Range 9676800
Interquartile range 59680

Descriptive statistics

Standard deviation 580740
Coef of variation 4.1438
Kurtosis 125.25
Mean 140150
MAD 212340
Skewness 9.6284
Sum 96421000
Variance 337260000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 446 0.9%
 
691200.0 8 0.0%
 
1382400.0 6 0.0%
 
1440.0 2 0.0%
 
4838400.0 2 0.0%
 
57456.0 2 0.0%
 
166688.0 1 0.0%
 
212576.0 1 0.0%
 
185144.0 1 0.0%
 
13624.0 1 0.0%
 
Other values (218) 218 0.4%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 446 0.9%
 
392.0 1 0.0%
 
536.0 1 0.0%
 
1112.0 1 0.0%
 
1440.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2764800.0 1 0.0%
 
3727976.0 1 0.0%
 
4438152.0 1 0.0%
 
4838400.0 2 0.0%
 
9676800.0 1 0.0%
 

Var59
Numeric

Distinct count 589
Unique (%) 1.2%
Missing (%) 98.3%
Missing (n) 49145
Infinite (%) 0.0%
Infinite (n) 0
Mean 447290
Minimum 0
Maximum 5443200
Zeros (%) 0.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 177420
Q3 546940
95-th percentile 1929300
Maximum 5443200
Range 5443200
Interquartile range 546940

Descriptive statistics

Standard deviation 821450
Coef of variation 1.8365
Kurtosis 18.154
Mean 447290
MAD 467780
Skewness 3.8898
Sum 382430000
Variance 674780000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 245 0.5%
 
777600.0 16 0.0%
 
5443200.0 9 0.0%
 
295208.1 1 0.0%
 
97908.3 1 0.0%
 
939654.0 1 0.0%
 
742860.0 1 0.0%
 
293033.7 1 0.0%
 
231172.2 1 0.0%
 
76392.0 1 0.0%
 
Other values (578) 578 1.2%
 
(Missing) 49145 98.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 245 0.5%
 
387.0 1 0.0%
 
423.0 1 0.0%
 
1026.0 1 0.0%
 
1787.994 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4140765.0 1 0.0%
 
4258647.0 1 0.0%
 
5291766.0 1 0.0%
 
5443200.0 9 0.0%
 
5443218.0 1 0.0%
 

Var6
Numeric

Distinct count 1514
Unique (%) 3.0%
Missing (%) 11.2%
Missing (n) 5609
Infinite (%) 0.0%
Infinite (n) 0
Mean 1355.7
Minimum 0
Maximum 712990
Zeros (%) 1.8%

Quantile statistics

Minimum 0
5-th percentile 63
Q1 532
Median 861
Q3 1428
95-th percentile 3675
Maximum 712990
Range 712990
Interquartile range 896

Descriptive statistics

Standard deviation 4783
Coef of variation 3.528
Kurtosis 13386
Mean 1355.7
MAD 1009.4
Skewness 99.882
Sum 60182000
Variance 22877000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 899 1.8%
 
798.0 390 0.8%
 
819.0 377 0.8%
 
791.0 374 0.7%
 
784.0 363 0.7%
 
805.0 354 0.7%
 
812.0 351 0.7%
 
826.0 347 0.7%
 
840.0 336 0.7%
 
833.0 334 0.7%
 
Other values (1503) 40266 80.5%
 
(Missing) 5609 11.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 899 1.8%
 
7.0 139 0.3%
 
14.0 183 0.4%
 
21.0 139 0.3%
 
28.0 174 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
108507.0 1 0.0%
 
134806.0 1 0.0%
 
144039.0 1 0.0%
 
481691.0 1 0.0%
 
712992.0 1 0.0%
 

Var60
Numeric

Distinct count 41
Unique (%) 0.1%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 7.0398
Minimum 0
Maximum 453
Zeros (%) 1.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 6
95-th percentile 33
Maximum 453
Range 453
Interquartile range 6

Descriptive statistics

Standard deviation 20.202
Coef of variation 2.8697
Kurtosis 174.01
Mean 7.0398
MAD 9.4484
Skewness 9.9979
Sum 10602
Variance 408.12
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 912 1.8%
 
3.0 142 0.3%
 
6.0 116 0.2%
 
9.0 70 0.1%
 
12.0 54 0.1%
 
15.0 36 0.1%
 
18.0 32 0.1%
 
21.0 18 0.0%
 
30.0 14 0.0%
 
27.0 14 0.0%
 
Other values (30) 98 0.2%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 912 1.8%
 
3.0 142 0.3%
 
6.0 116 0.2%
 
9.0 70 0.1%
 
12.0 54 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
132.0 1 0.0%
 
147.0 1 0.0%
 
195.0 1 0.0%
 
201.0 1 0.0%
 
453.0 1 0.0%
 

Var61
Numeric

Distinct count 40
Unique (%) 0.1%
Missing (%) 98.3%
Missing (n) 49139
Infinite (%) 0.0%
Infinite (n) 0
Mean 31.935
Minimum 0
Maximum 1112
Zeros (%) 0.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 16
Q3 32
95-th percentile 112
Maximum 1112
Range 1112
Interquartile range 32

Descriptive statistics

Standard deviation 81.248
Coef of variation 2.5442
Kurtosis 93.124
Mean 31.935
MAD 33.912
Skewness 8.5219
Sum 27496
Variance 6601.3
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 243 0.5%
 
8.0 171 0.3%
 
16.0 129 0.3%
 
24.0 87 0.2%
 
32.0 58 0.1%
 
40.0 32 0.1%
 
48.0 20 0.0%
 
56.0 18 0.0%
 
80.0 15 0.0%
 
64.0 11 0.0%
 
Other values (29) 77 0.2%
 
(Missing) 49139 98.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 243 0.5%
 
8.0 171 0.3%
 
16.0 129 0.3%
 
24.0 87 0.2%
 
32.0 58 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
536.0 1 0.0%
 
736.0 1 0.0%
 
976.0 1 0.0%
 
1032.0 1 0.0%
 
1112.0 1 0.0%
 

Var62
Numeric

Distinct count 12
Unique (%) 0.0%
Missing (%) 98.9%
Missing (n) 49435
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.8549
Minimum 0
Maximum 99
Zeros (%) 0.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 25.2
Maximum 99
Range 99
Interquartile range 0

Descriptive statistics

Standard deviation 11.038
Coef of variation 2.8634
Kurtosis 22.604
Mean 3.8549
MAD 6.2087
Skewness 4.3129
Sum 2178
Variance 121.84
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 455 0.9%
 
9.0 63 0.1%
 
18.0 18 0.0%
 
27.0 9 0.0%
 
54.0 6 0.0%
 
36.0 5 0.0%
 
45.0 5 0.0%
 
63.0 1 0.0%
 
72.0 1 0.0%
 
99.0 1 0.0%
 
(Missing) 49435 98.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 455 0.9%
 
9.0 63 0.1%
 
18.0 18 0.0%
 
27.0 9 0.0%
 
36.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
54.0 6 0.0%
 
63.0 1 0.0%
 
72.0 1 0.0%
 
81.0 1 0.0%
 
99.0 1 0.0%
 

Var63
Highly correlated

This variable is highly correlated with Var9 and should be ignored for analysis

Correlation 0.91927

Var64
Numeric

Distinct count 236
Unique (%) 0.5%
Missing (%) 99.5%
Missing (n) 49763
Infinite (%) 0.0%
Infinite (n) 0
Mean 29005
Minimum 1.08
Maximum 216340
Zeros (%) 0.0%

Quantile statistics

Minimum 1.08
5-th percentile 242.46
Q1 3624.1
Median 15519
Q3 39319
95-th percentile 92934
Maximum 216340
Range 216340
Interquartile range 35695

Descriptive statistics

Standard deviation 36883
Coef of variation 1.2716
Kurtosis 6.8789
Mean 29005
MAD 26200
Skewness 2.3216
Sum 6874200
Variance 1360400000
Memory size 390.7 KiB
Value Count Frequency (%)  
12960.0 3 0.0%
 
6750.72 1 0.0%
 
23198.58 1 0.0%
 
57501.45 1 0.0%
 
20845.62 1 0.0%
 
56419.83 1 0.0%
 
14076.63 1 0.0%
 
77468.22 1 0.0%
 
22696.65 1 0.0%
 
4875.57 1 0.0%
 
Other values (225) 225 0.4%
 
(Missing) 49763 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.08 1 0.0%
 
7.02 1 0.0%
 
20.7 1 0.0%
 
27.63 1 0.0%
 
31.5 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
153101.7 1 0.0%
 
178359.3 1 0.0%
 
191875.5 1 0.0%
 
197886.6 1 0.0%
 
216342.9 1 0.0%
 

Var65
Numeric

Distinct count 14
Unique (%) 0.0%
Missing (%) 11.2%
Missing (n) 5623
Infinite (%) 0.0%
Infinite (n) 0
Mean 14.985
Minimum 9
Maximum 126
Zeros (%) 0.0%

Quantile statistics

Minimum 9
5-th percentile 9
Q1 9
Median 9
Q3 18
95-th percentile 36
Maximum 126
Range 117
Interquartile range 9

Descriptive statistics

Standard deviation 10.155
Coef of variation 0.67768
Kurtosis 5.5684
Mean 14.985
MAD 7.7301
Skewness 2.1061
Sum 665000
Variance 103.13
Memory size 390.7 KiB
Value Count Frequency (%)  
9.0 28657 57.3%
 
18.0 8015 16.0%
 
27.0 3896 7.8%
 
36.0 2151 4.3%
 
45.0 1306 2.6%
 
54.0 219 0.4%
 
63.0 64 0.1%
 
72.0 37 0.1%
 
81.0 15 0.0%
 
90.0 7 0.0%
 
Other values (3) 10 0.0%
 
(Missing) 5623 11.2%
 

Minimum 5 values

Value Count Frequency (%)  
9.0 28657 57.3%
 
18.0 8015 16.0%
 
27.0 3896 7.8%
 
36.0 2151 4.3%
 
45.0 1306 2.6%
 

Maximum 5 values

Value Count Frequency (%)  
81.0 15 0.0%
 
90.0 7 0.0%
 
99.0 5 0.0%
 
108.0 4 0.0%
 
126.0 1 0.0%
 

Var66
Highly correlated

This variable is highly correlated with Var63 and should be ignored for analysis

Correlation 0.91928

Var67
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.02656
Minimum 0
Maximum 15
Zeros (%) 3.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 15
Range 15
Interquartile range 0

Descriptive statistics

Standard deviation 0.48151
Coef of variation 18.129
Kurtosis 658.78
Mean 0.02656
MAD 0.052909
Skewness 23.673
Sum 40
Variance 0.23185
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1500 3.0%
 
5.0 5 0.0%
 
15.0 1 0.0%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1500 3.0%
 
5.0 5 0.0%
 
15.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1500 3.0%
 
5.0 5 0.0%
 
15.0 1 0.0%
 

Var68
Highly correlated

This variable is highly correlated with Var46 and should be ignored for analysis

Correlation 0.97838

Var69
Numeric

Distinct count 842
Unique (%) 1.7%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 3426500
Minimum 0
Maximum 21772000
Zeros (%) 1.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 438010
Q3 6233300
95-th percentile 13688000
Maximum 21772000
Range 21772000
Interquartile range 6233300

Descriptive statistics

Standard deviation 4781600
Coef of variation 1.3955
Kurtosis 0.71217
Mean 3426500
MAD 3950100
Skewness 1.3205
Sum 5160300000
Variance 22864000000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 645 1.3%
 
5443200.0 10 0.0%
 
10886400.0 7 0.0%
 
8553600.0 3 0.0%
 
777600.0 2 0.0%
 
861498.0 2 0.0%
 
1555200.0 2 0.0%
 
3110400.0 2 0.0%
 
7521381.0 1 0.0%
 
3236364.0 1 0.0%
 
Other values (831) 831 1.7%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 645 1.3%
 
72.0 1 0.0%
 
432.0 1 0.0%
 
666.0 1 0.0%
 
2565.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
18825480.0 1 0.0%
 
19626390.0 1 0.0%
 
19945260.0 1 0.0%
 
20271240.0 1 0.0%
 
21771540.0 1 0.0%
 

Var7
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 11.2%
Missing (n) 5623
Infinite (%) 0.0%
Infinite (n) 0
Mean 6.8853
Minimum 0
Maximum 42
Zeros (%) 25.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 7
Q3 7
95-th percentile 21
Maximum 42
Range 42
Interquartile range 7

Descriptive statistics

Standard deviation 6.3378
Coef of variation 0.92048
Kurtosis 2.9749
Mean 6.8853
MAD 3.9934
Skewness 1.3935
Sum 305550
Variance 40.168
Memory size 390.7 KiB
Value Count Frequency (%)  
7.0 23536 47.1%
 
0.0 12869 25.7%
 
14.0 5058 10.1%
 
21.0 1920 3.8%
 
28.0 733 1.5%
 
35.0 260 0.5%
 
42.0 1 0.0%
 
(Missing) 5623 11.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12869 25.7%
 
7.0 23536 47.1%
 
14.0 5058 10.1%
 
21.0 1920 3.8%
 
28.0 733 1.5%
 

Maximum 5 values

Value Count Frequency (%)  
14.0 5058 10.1%
 
21.0 1920 3.8%
 
28.0 733 1.5%
 
35.0 260 0.5%
 
42.0 1 0.0%
 

Var70
Numeric

Distinct count 541
Unique (%) 1.1%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 369070
Minimum 0
Maximum 5443200
Zeros (%) 1.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 343080
95-th percentile 2023700
Maximum 5443200
Range 5443200
Interquartile range 343080

Descriptive statistics

Standard deviation 757100
Coef of variation 2.0514
Kurtosis 8.1094
Mean 369070
MAD 518490
Skewness 2.6784
Sum 555820000
Variance 573200000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 913 1.8%
 
1814400.0 18 0.0%
 
3628800.0 8 0.0%
 
259200.0 8 0.0%
 
1296000.0 7 0.0%
 
777600.0 5 0.0%
 
518400.0 5 0.0%
 
2592000.0 4 0.0%
 
2332800.0 3 0.0%
 
5443200.0 2 0.0%
 
Other values (530) 533 1.1%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 913 1.8%
 
336.0 1 0.0%
 
450.0 1 0.0%
 
1083.0 1 0.0%
 
1089.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3836040.0 1 0.0%
 
3911520.0 1 0.0%
 
4357170.0 1 0.0%
 
4888050.0 1 0.0%
 
5443200.0 2 0.0%
 

Var71
Numeric

Distinct count 112
Unique (%) 0.2%
Missing (%) 97.7%
Missing (n) 48858
Infinite (%) 0.0%
Infinite (n) 0
Mean 116.28
Minimum 0
Maximum 12126
Zeros (%) 0.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 42
Q3 120
95-th percentile 407.7
Maximum 12126
Range 12126
Interquartile range 120

Descriptive statistics

Standard deviation 413.38
Coef of variation 3.5551
Kurtosis 628.27
Mean 116.28
MAD 124.67
Skewness 22.294
Sum 132790
Variance 170890
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 318 0.6%
 
30.0 47 0.1%
 
24.0 44 0.1%
 
18.0 42 0.1%
 
12.0 37 0.1%
 
36.0 35 0.1%
 
72.0 32 0.1%
 
6.0 30 0.1%
 
48.0 30 0.1%
 
42.0 29 0.1%
 
Other values (101) 498 1.0%
 
(Missing) 48858 97.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 318 0.6%
 
6.0 30 0.1%
 
12.0 37 0.1%
 
18.0 42 0.1%
 
24.0 44 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1758.0 1 0.0%
 
1926.0 1 0.0%
 
2142.0 1 0.0%
 
2928.0 1 0.0%
 
12126.0 1 0.0%
 

Var72
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 44.4%
Missing (n) 22216
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.2229
Minimum 3
Maximum 24
Zeros (%) 0.0%

Quantile statistics

Minimum 3
5-th percentile 3
Q1 3
Median 3
Q3 6
95-th percentile 9
Maximum 24
Range 21
Interquartile range 3

Descriptive statistics

Standard deviation 2.3276
Coef of variation 0.55119
Kurtosis 5.3035
Mean 4.2229
MAD 1.7711
Skewness 2.2223
Sum 117330
Variance 5.4179
Memory size 390.7 KiB
Value Count Frequency (%)  
3.0 20119 40.2%
 
6.0 5094 10.2%
 
9.0 1718 3.4%
 
12.0 629 1.3%
 
15.0 216 0.4%
 
18.0 5 0.0%
 
24.0 2 0.0%
 
21.0 1 0.0%
 
(Missing) 22216 44.4%
 

Minimum 5 values

Value Count Frequency (%)  
3.0 20119 40.2%
 
6.0 5094 10.2%
 
9.0 1718 3.4%
 
12.0 629 1.3%
 
15.0 216 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
12.0 629 1.3%
 
15.0 216 0.4%
 
18.0 5 0.0%
 
21.0 1 0.0%
 
24.0 2 0.0%
 

Var73
Numeric

Distinct count 131
Unique (%) 0.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 66.61
Minimum 4
Maximum 264
Zeros (%) 0.0%

Quantile statistics

Minimum 4
5-th percentile 8
Q1 24
Median 52
Q3 102
95-th percentile 172
Maximum 264
Range 260
Interquartile range 78

Descriptive statistics

Standard deviation 52.726
Coef of variation 0.79156
Kurtosis -0.015051
Mean 66.61
MAD 43.589
Skewness 0.9166
Sum 3330512
Variance 2780.1
Memory size 390.7 KiB
Value Count Frequency (%)  
8 1638 3.3%
 
10 1506 3.0%
 
16 1455 2.9%
 
32 1345 2.7%
 
34 1327 2.7%
 
6 1284 2.6%
 
14 1278 2.6%
 
18 1220 2.4%
 
28 1176 2.4%
 
12 1164 2.3%
 
Other values (121) 36607 73.2%
 

Minimum 5 values

Value Count Frequency (%)  
4 688 1.4%
 
6 1284 2.6%
 
8 1638 3.3%
 
10 1506 3.0%
 
12 1164 2.3%
 

Maximum 5 values

Value Count Frequency (%)  
256 5 0.0%
 
258 3 0.0%
 
260 4 0.0%
 
262 3 0.0%
 
264 4 0.0%
 

Var74
Numeric

Distinct count 368
Unique (%) 0.7%
Missing (%) 11.2%
Missing (n) 5623
Infinite (%) 0.0%
Infinite (n) 0
Mean 103.62
Minimum 0
Maximum 59444
Zeros (%) 40.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 7
Q3 91
95-th percentile 476
Maximum 59444
Range 59444
Interquartile range 91

Descriptive statistics

Standard deviation 490.39
Coef of variation 4.7325
Kurtosis 6710.6
Mean 103.62
MAD 136.16
Skewness 67.864
Sum 4598400
Variance 240480
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 20370 40.7%
 
7.0 2633 5.3%
 
14.0 1908 3.8%
 
21.0 1450 2.9%
 
28.0 1203 2.4%
 
35.0 1043 2.1%
 
42.0 872 1.7%
 
49.0 762 1.5%
 
56.0 672 1.3%
 
63.0 596 1.2%
 
Other values (357) 12868 25.7%
 
(Missing) 5623 11.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 20370 40.7%
 
7.0 2633 5.3%
 
14.0 1908 3.8%
 
21.0 1450 2.9%
 
28.0 1203 2.4%
 

Maximum 5 values

Value Count Frequency (%)  
16345.0 1 0.0%
 
34909.0 1 0.0%
 
35644.0 1 0.0%
 
35791.0 1 0.0%
 
59444.0 1 0.0%
 

Var75
Numeric

Distinct count 14
Unique (%) 0.0%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 6.4447
Minimum 0
Maximum 65
Zeros (%) 1.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 5
Q3 10
95-th percentile 25
Maximum 65
Range 65
Interquartile range 10

Descriptive statistics

Standard deviation 8.6859
Coef of variation 1.3478
Kurtosis 9.8169
Mean 6.4447
MAD 5.8815
Skewness 2.6422
Sum 8275
Variance 75.444
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 496 1.0%
 
5.0 401 0.8%
 
10.0 206 0.4%
 
15.0 80 0.2%
 
20.0 32 0.1%
 
25.0 21 0.0%
 
30.0 18 0.0%
 
35.0 10 0.0%
 
45.0 7 0.0%
 
40.0 7 0.0%
 
Other values (3) 6 0.0%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 496 1.0%
 
5.0 401 0.8%
 
10.0 206 0.4%
 
15.0 80 0.2%
 
20.0 32 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
40.0 7 0.0%
 
45.0 7 0.0%
 
50.0 1 0.0%
 
60.0 3 0.0%
 
65.0 2 0.0%
 

Var76
Numeric

Distinct count 29816
Unique (%) 59.6%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 1513100
Minimum 0
Maximum 19354000
Zeros (%) 13.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 98480
Median 922250
Q3 2361300
95-th percentile 4877500
Maximum 19354000
Range 19354000
Interquartile range 2262800

Descriptive statistics

Standard deviation 1851700
Coef of variation 1.2238
Kurtosis 13.913
Mean 1513100
MAD 1355400
Skewness 2.6229
Sum 67914000000
Variance 3428600000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 6879 13.8%
 
1382400.0 936 1.9%
 
2764800.0 729 1.5%
 
5529600.0 608 1.2%
 
4838400.0 476 1.0%
 
4147200.0 433 0.9%
 
3456000.0 296 0.6%
 
691200.0 286 0.6%
 
2073600.0 257 0.5%
 
6220800.0 206 0.4%
 
Other values (29805) 33778 67.6%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6879 13.8%
 
8.0 6 0.0%
 
24.0 2 0.0%
 
32.0 1 0.0%
 
48.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
19298000.0 1 0.0%
 
19310560.0 1 0.0%
 
19322800.0 1 0.0%
 
19328080.0 1 0.0%
 
19353600.0 34 0.1%
 

Var77
Highly correlated

This variable is highly correlated with Var63 and should be ignored for analysis

Correlation 0.93313

Var78
Numeric

Distinct count 14
Unique (%) 0.0%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.51326
Minimum 0
Maximum 36
Zeros (%) 82.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 3
Maximum 36
Range 36
Interquartile range 0

Descriptive statistics

Standard deviation 2.0785
Coef of variation 4.0497
Kurtosis 43.033
Mean 0.51326
MAD 0.93846
Skewness 5.7281
Sum 23037
Variance 4.3203
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 41034 82.1%
 
3.0 1989 4.0%
 
6.0 816 1.6%
 
9.0 565 1.1%
 
12.0 250 0.5%
 
15.0 125 0.2%
 
18.0 50 0.1%
 
21.0 31 0.1%
 
24.0 9 0.0%
 
27.0 8 0.0%
 
Other values (3) 7 0.0%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 41034 82.1%
 
3.0 1989 4.0%
 
6.0 816 1.6%
 
9.0 565 1.1%
 
12.0 250 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
24.0 9 0.0%
 
27.0 8 0.0%
 
30.0 3 0.0%
 
33.0 1 0.0%
 
36.0 3 0.0%
 

Var79
Constant

This variable is constant and should be ignored for analysis

Constant value

Var8
Constant

This variable is constant and should be ignored for analysis

Constant value

Var80
Numeric

Distinct count 404
Unique (%) 0.8%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 60679
Minimum 0
Maximum 3628800
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 11527
95-th percentile 292500
Maximum 3628800
Range 3628800
Interquartile range 11527

Descriptive statistics

Standard deviation 212770
Coef of variation 3.5064
Kurtosis 81.613
Mean 60679
MAD 94591
Skewness 7.4947
Sum 91383000
Variance 45270000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1057 2.1%
 
259200.0 28 0.1%
 
518400.0 5 0.0%
 
237606.0 5 0.0%
 
777600.0 5 0.0%
 
1814400.0 3 0.0%
 
237603.0 3 0.0%
 
10800.0 2 0.0%
 
475212.0 2 0.0%
 
141.0 2 0.0%
 
Other values (393) 394 0.8%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1057 2.1%
 
3.0 1 0.0%
 
141.0 2 0.0%
 
144.0 1 0.0%
 
189.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1733064.0 1 0.0%
 
1814400.0 3 0.0%
 
1814403.0 1 0.0%
 
2332800.0 1 0.0%
 
3628800.0 1 0.0%
 

Var81
Numeric

Distinct count 43013
Unique (%) 86.0%
Missing (%) 11.2%
Missing (n) 5609
Infinite (%) 0.0%
Infinite (n) 0
Mean 103140
Minimum 0
Maximum 1814400
Zeros (%) 1.2%

Quantile statistics

Minimum 0
5-th percentile 3173.5
Q1 16356
Median 74017
Q3 182160
95-th percentile 232900
Maximum 1814400
Range 1814400
Interquartile range 165810

Descriptive statistics

Standard deviation 105720
Coef of variation 1.025
Kurtosis 25.191
Mean 103140
MAD 81822
Skewness 2.9857
Sum 4578400000
Variance 11177000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 603 1.2%
 
259200.0 4 0.0%
 
223430.1 3 0.0%
 
171028.2 3 0.0%
 
214695.0 3 0.0%
 
218624.7 3 0.0%
 
1814400.0 3 0.0%
 
202472.4 3 0.0%
 
194830.8 2 0.0%
 
200786.1 2 0.0%
 
Other values (43002) 43762 87.5%
 
(Missing) 5609 11.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 603 1.2%
 
6.0 1 0.0%
 
21.0 1 0.0%
 
51.0 1 0.0%
 
84.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1598001.0 1 0.0%
 
1599420.0 1 0.0%
 
1599894.0 1 0.0%
 
1814400.0 3 0.0%
 
1814403.0 1 0.0%
 

Var82
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 96.7%
Missing (n) 48362
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4066
Minimum 0
Maximum 12
Zeros (%) 1.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 3
Q3 3
95-th percentile 6
Maximum 12
Range 12
Interquartile range 3

Descriptive statistics

Standard deviation 2.2094
Coef of variation 0.91808
Kurtosis -0.36232
Mean 2.4066
MAD 1.8336
Skewness 0.48623
Sum 3942
Variance 4.8816
Memory size 390.7 KiB
Value Count Frequency (%)  
3.0 725 1.5%
 
0.0 624 1.2%
 
6.0 281 0.6%
 
9.0 5 0.0%
 
12.0 3 0.0%
 
(Missing) 48362 96.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 624 1.2%
 
3.0 725 1.5%
 
6.0 281 0.6%
 
9.0 5 0.0%
 
12.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 624 1.2%
 
3.0 725 1.5%
 
6.0 281 0.6%
 
9.0 5 0.0%
 
12.0 3 0.0%
 

Var83
Highly correlated

This variable is highly correlated with Var22 and should be ignored for analysis

Correlation 0.93187

Var84
Numeric

Distinct count 88
Unique (%) 0.2%
Missing (%) 97.4%
Missing (n) 48718
Infinite (%) 0.0%
Infinite (n) 0
Mean 37.332
Minimum 0
Maximum 2924
Zeros (%) 2.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 132
Maximum 2924
Range 2924
Interquartile range 0

Descriptive statistics

Standard deviation 207.85
Coef of variation 5.5675
Kurtosis 93.089
Mean 37.332
MAD 66.313
Skewness 8.9418
Sum 47860
Variance 43201
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1102 2.2%
 
4.0 20 0.0%
 
8.0 9 0.0%
 
52.0 6 0.0%
 
20.0 6 0.0%
 
72.0 6 0.0%
 
56.0 6 0.0%
 
16.0 6 0.0%
 
12.0 5 0.0%
 
64.0 5 0.0%
 
Other values (77) 111 0.2%
 
(Missing) 48718 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1102 2.2%
 
4.0 20 0.0%
 
8.0 9 0.0%
 
12.0 5 0.0%
 
16.0 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1956.0 1 0.0%
 
1964.0 1 0.0%
 
2264.0 1 0.0%
 
2820.0 1 0.0%
 
2924.0 1 0.0%
 

Var85
Numeric

Distinct count 170
Unique (%) 0.3%
Missing (%) 10.2%
Missing (n) 5116
Infinite (%) 0.0%
Infinite (n) 0
Mean 8.8958
Minimum 0
Maximum 4088
Zeros (%) 26.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 4
Q3 10
95-th percentile 30
Maximum 4088
Range 4088
Interquartile range 10

Descriptive statistics

Standard deviation 32.541
Coef of variation 3.658
Kurtosis 6316.8
Mean 8.8958
MAD 8.9771
Skewness 60.548
Sum 399280
Variance 1058.9
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 13005 26.0%
 
2.0 6107 12.2%
 
4.0 5922 11.8%
 
6.0 3978 8.0%
 
8.0 3515 7.0%
 
10.0 2274 4.5%
 
12.0 1965 3.9%
 
16.0 1302 2.6%
 
14.0 1289 2.6%
 
18.0 864 1.7%
 
Other values (159) 4663 9.3%
 
(Missing) 5116 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 13005 26.0%
 
2.0 6107 12.2%
 
4.0 5922 11.8%
 
6.0 3978 8.0%
 
8.0 3515 7.0%
 

Maximum 5 values

Value Count Frequency (%)  
862.0 1 0.0%
 
1282.0 1 0.0%
 
1464.0 1 0.0%
 
2332.0 1 0.0%
 
4088.0 1 0.0%
 

Var86
Numeric

Distinct count 478
Unique (%) 1.0%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 263670
Minimum 0
Maximum 3628800
Zeros (%) 0.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 69497
Q3 371390
95-th percentile 1203900
Maximum 3628800
Range 3628800
Interquartile range 371390

Descriptive statistics

Standard deviation 421770
Coef of variation 1.5996
Kurtosis 10.309
Mean 263670
MAD 296040
Skewness 2.6725
Sum 181410000
Variance 177890000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 203 0.4%
 
345600.0 5 0.0%
 
1209600.0 4 0.0%
 
172800.0 2 0.0%
 
864000.0 2 0.0%
 
543900.0 1 0.0%
 
53144.0 1 0.0%
 
109092.0 1 0.0%
 
31324.0 1 0.0%
 
609722.0 1 0.0%
 
Other values (467) 467 0.9%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 203 0.4%
 
22.0 1 0.0%
 
68.0 1 0.0%
 
214.0 1 0.0%
 
266.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1898218.0 1 0.0%
 
2246400.0 1 0.0%
 
2459340.0 1 0.0%
 
2694820.0 1 0.0%
 
3628800.0 1 0.0%
 

Var87
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.3721
Minimum 0
Maximum 35
Zeros (%) 0.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 7
Q3 7
95-th percentile 14
Maximum 35
Range 35
Interquartile range 7

Descriptive statistics

Standard deviation 5.3599
Coef of variation 0.99774
Kurtosis 0.78162
Mean 5.3721
MAD 4.4819
Skewness 0.77286
Sum 3696
Variance 28.729
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 287 0.6%
 
7.0 283 0.6%
 
14.0 112 0.2%
 
21.0 4 0.0%
 
35.0 1 0.0%
 
28.0 1 0.0%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 287 0.6%
 
7.0 283 0.6%
 
14.0 112 0.2%
 
21.0 4 0.0%
 
28.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 283 0.6%
 
14.0 112 0.2%
 
21.0 4 0.0%
 
28.0 1 0.0%
 
35.0 1 0.0%
 

Var88
Numeric

Distinct count 87
Unique (%) 0.2%
Missing (%) 97.7%
Missing (n) 48861
Infinite (%) 0.0%
Infinite (n) 0
Mean 64.614
Minimum 0
Maximum 2455
Zeros (%) 0.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 25
Q3 75
95-th percentile 245
Maximum 2455
Range 2455
Interquartile range 75

Descriptive statistics

Standard deviation 137.94
Coef of variation 2.1348
Kurtosis 106.66
Mean 64.614
MAD 68.079
Skewness 8.1906
Sum 73595
Variance 19027
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 296 0.6%
 
10.0 103 0.2%
 
15.0 60 0.1%
 
20.0 52 0.1%
 
30.0 44 0.1%
 
5.0 44 0.1%
 
25.0 44 0.1%
 
45.0 33 0.1%
 
35.0 32 0.1%
 
55.0 31 0.1%
 
Other values (76) 400 0.8%
 
(Missing) 48861 97.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 296 0.6%
 
5.0 44 0.1%
 
10.0 103 0.2%
 
15.0 60 0.1%
 
20.0 52 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
985.0 1 0.0%
 
1010.0 1 0.0%
 
1090.0 1 0.0%
 
1720.0 1 0.0%
 
2455.0 1 0.0%
 

Var89
Numeric

Distinct count 17
Unique (%) 0.0%
Missing (%) 98.7%
Missing (n) 49325
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.84
Minimum 0
Maximum 492
Zeros (%) 0.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 6
95-th percentile 18
Maximum 492
Range 492
Interquartile range 6

Descriptive statistics

Standard deviation 27.825
Coef of variation 4.7646
Kurtosis 220.92
Mean 5.84
MAD 7.804
Skewness 13.805
Sum 3942
Variance 774.24
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 451 0.9%
 
6.0 140 0.3%
 
12.0 38 0.1%
 
18.0 15 0.0%
 
30.0 7 0.0%
 
24.0 6 0.0%
 
36.0 4 0.0%
 
54.0 3 0.0%
 
84.0 2 0.0%
 
72.0 2 0.0%
 
Other values (6) 7 0.0%
 
(Missing) 49325 98.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 451 0.9%
 
6.0 140 0.3%
 
12.0 38 0.1%
 
18.0 15 0.0%
 
24.0 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
90.0 1 0.0%
 
96.0 2 0.0%
 
156.0 1 0.0%
 
432.0 1 0.0%
 
492.0 1 0.0%
 

Var9
Numeric

Distinct count 97
Unique (%) 0.2%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 43.808
Minimum 0
Maximum 2758
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 6
Median 22
Q3 46
95-th percentile 152.6
Maximum 2758
Range 2758
Interquartile range 40

Descriptive statistics

Standard deviation 119.97
Coef of variation 2.7386
Kurtosis 383.02
Mean 43.808
MAD 41.913
Skewness 17.356
Sum 30140
Variance 14394
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 123 0.2%
 
8.0 36 0.1%
 
6.0 25 0.1%
 
18.0 23 0.0%
 
4.0 21 0.0%
 
10.0 21 0.0%
 
20.0 19 0.0%
 
16.0 18 0.0%
 
24.0 17 0.0%
 
22.0 17 0.0%
 
Other values (86) 368 0.7%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 123 0.2%
 
2.0 15 0.0%
 
4.0 21 0.0%
 
6.0 25 0.1%
 
8.0 36 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
378.0 1 0.0%
 
430.0 1 0.0%
 
498.0 1 0.0%
 
552.0 1 0.0%
 
2758.0 1 0.0%
 

Var90
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 98.6%
Missing (n) 49312
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.040698
Minimum 0
Maximum 7
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.53258
Coef of variation 13.086
Kurtosis 168.23
Mean 0.040698
MAD 0.080922
Skewness 13.029
Sum 28
Variance 0.28364
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 684 1.4%
 
7.0 4 0.0%
 
(Missing) 49312 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 684 1.4%
 
7.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 684 1.4%
 
7.0 4 0.0%
 

Var91
Highly correlated

This variable is highly correlated with Var71 and should be ignored for analysis

Correlation 1

Var92
Numeric

Distinct count 147
Unique (%) 0.3%
Missing (%) 99.7%
Missing (n) 49853
Infinite (%) 0.0%
Infinite (n) 0
Mean 167360
Minimum 0
Maximum 1361100
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 772.8
Q1 25291
Median 77497
Q3 201730
95-th percentile 672940
Maximum 1361100
Range 1361100
Interquartile range 176440

Descriptive statistics

Standard deviation 234180
Coef of variation 1.3993
Kurtosis 7.4957
Mean 167360
MAD 157340
Skewness 2.5725
Sum 24601000
Variance 54838000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 2 0.0%
 
934920.0 1 0.0%
 
125286.0 1 0.0%
 
135793.0 1 0.0%
 
50330.0 1 0.0%
 
135779.0 1 0.0%
 
935914.0 1 0.0%
 
152047.0 1 0.0%
 
108738.0 1 0.0%
 
303387.0 1 0.0%
 
Other values (136) 136 0.3%
 
(Missing) 49853 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
56.0 1 0.0%
 
63.0 1 0.0%
 
224.0 1 0.0%
 
294.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
903063.0 1 0.0%
 
934920.0 1 0.0%
 
935914.0 1 0.0%
 
1108044.0 1 0.0%
 
1361094.0 1 0.0%
 

Var93
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 97.0%
Missing (n) 48495
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.1635
Minimum 2
Maximum 10
Zeros (%) 0.0%

Quantile statistics

Minimum 2
5-th percentile 2
Q1 2
Median 2
Q3 2
95-th percentile 4
Maximum 10
Range 8
Interquartile range 0

Descriptive statistics

Standard deviation 0.76657
Coef of variation 0.35433
Kurtosis 42.175
Mean 2.1635
MAD 0.30845
Skewness 5.9831
Sum 3256
Variance 0.58763
Memory size 390.7 KiB
Value Count Frequency (%)  
2.0 1420 2.8%
 
4.0 60 0.1%
 
6.0 15 0.0%
 
8.0 7 0.0%
 
10.0 3 0.0%
 
(Missing) 48495 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
2.0 1420 2.8%
 
4.0 60 0.1%
 
6.0 15 0.0%
 
8.0 7 0.0%
 
10.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 1420 2.8%
 
4.0 60 0.1%
 
6.0 15 0.0%
 
8.0 7 0.0%
 
10.0 3 0.0%
 

Var94
Numeric

Distinct count 20271
Unique (%) 40.5%
Missing (%) 44.4%
Missing (n) 22216
Infinite (%) 0.0%
Infinite (n) 0
Mean 100780
Minimum 0
Maximum 4662300
Zeros (%) 1.1%

Quantile statistics

Minimum 0
5-th percentile 270
Q1 8942.2
Median 41562
Q3 118850
95-th percentile 375160
Maximum 4662300
Range 4662300
Interquartile range 109900

Descriptive statistics

Standard deviation 189410
Coef of variation 1.8795
Kurtosis 92.484
Mean 100780
MAD 101610
Skewness 7.128
Sum 2800000000
Variance 35875000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 534 1.1%
 
108.0 36 0.1%
 
36.0 33 0.1%
 
84.0 28 0.1%
 
72.0 26 0.1%
 
24.0 26 0.1%
 
144.0 24 0.0%
 
48.0 24 0.0%
 
12.0 21 0.0%
 
120.0 21 0.0%
 
Other values (20260) 27011 54.0%
 
(Missing) 22216 44.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 534 1.1%
 
3.0 3 0.0%
 
6.0 4 0.0%
 
9.0 5 0.0%
 
12.0 21 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3776310.0 1 0.0%
 
4056510.0 1 0.0%
 
4392810.0 1 0.0%
 
4451700.0 1 0.0%
 
4662300.0 1 0.0%
 

Var95
Numeric

Distinct count 270
Unique (%) 0.5%
Missing (%) 97.4%
Missing (n) 48716
Infinite (%) 0.0%
Infinite (n) 0
Mean 112500
Minimum 0
Maximum 6320000
Zeros (%) 2.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 751350
Maximum 6320000
Range 6320000
Interquartile range 0

Descriptive statistics

Standard deviation 392780
Coef of variation 3.4914
Kurtosis 67.745
Mean 112500
MAD 185160
Skewness 6.6562
Sum 144450000
Variance 154270000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 988 2.0%
 
1036800.0 13 0.0%
 
518400.0 9 0.0%
 
2073600.0 4 0.0%
 
1440.0 3 0.0%
 
852.0 2 0.0%
 
282.0 2 0.0%
 
475212.0 2 0.0%
 
803592.0 1 0.0%
 
1082694.0 1 0.0%
 
Other values (259) 259 0.5%
 
(Missing) 48716 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 988 2.0%
 
258.0 1 0.0%
 
282.0 2 0.0%
 
408.0 1 0.0%
 
420.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2780244.0 1 0.0%
 
3092040.0 1 0.0%
 
3193818.0 1 0.0%
 
3802020.0 1 0.0%
 
6320040.0 1 0.0%
 

Var96
Highly correlated

This variable is highly correlated with Var68 and should be ignored for analysis

Correlation 0.96232

Var97
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 97.0%
Missing (n) 48494
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.84861
Minimum 0
Maximum 54
Zeros (%) 2.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 6
Maximum 54
Range 54
Interquartile range 0

Descriptive statistics

Standard deviation 3.4683
Coef of variation 4.087
Kurtosis 76.357
Mean 0.84861
MAD 1.5383
Skewness 7.342
Sum 1278
Variance 12.029
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 1365 2.7%
 
6.0 106 0.2%
 
12.0 20 0.0%
 
18.0 6 0.0%
 
24.0 4 0.0%
 
30.0 2 0.0%
 
42.0 2 0.0%
 
54.0 1 0.0%
 
(Missing) 48494 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1365 2.7%
 
6.0 106 0.2%
 
12.0 20 0.0%
 
18.0 6 0.0%
 
24.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
18.0 6 0.0%
 
24.0 4 0.0%
 
30.0 2 0.0%
 
42.0 2 0.0%
 
54.0 1 0.0%
 

Var98
Numeric

Distinct count 109
Unique (%) 0.2%
Missing (%) 98.9%
Missing (n) 49435
Infinite (%) 0.0%
Infinite (n) 0
Mean 26110
Minimum 0
Maximum 1241000
Zeros (%) 0.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 131100
Maximum 1241000
Range 1241000
Interquartile range 0

Descriptive statistics

Standard deviation 103170
Coef of variation 3.9514
Kurtosis 54.895
Mean 26110
MAD 43822
Skewness 6.6701
Sum 14752000
Variance 10645000000
Memory size 390.7 KiB
Value Count Frequency (%)  
0.0 455 0.9%
 
345600.0 4 0.0%
 
339372.0 1 0.0%
 
200748.0 1 0.0%
 
1444.0 1 0.0%
 
5268.0 1 0.0%
 
100844.0 1 0.0%
 
62720.0 1 0.0%
 
38152.0 1 0.0%
 
109080.0 1 0.0%
 
Other values (98) 98 0.2%
 
(Missing) 49435 98.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 455 0.9%
 
268.0 1 0.0%
 
492.0 1 0.0%
 
948.0 1 0.0%
 
1032.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
665456.0 1 0.0%
 
680876.0 1 0.0%
 
763284.0 1 0.0%
 
821012.0 1 0.0%
 
1240960.0 1 0.0%
 

Var99
Highly correlated

This variable is highly correlated with Var88 and should be ignored for analysis

Correlation 0.92095

Correlations

Sample

Var1 Var2 Var3 Var4 Var5 Var6 Var7 Var8 Var9 Var10 Var11 Var12 Var13 Var14 Var15 Var16 Var17 Var18 Var19 Var20 Var21 Var22 Var23 Var24 Var25 Var26 Var27 Var28 Var29 Var30 Var31 Var32 Var33 Var34 Var35 Var36 Var37 Var38 Var39 Var40 Var41 Var42 Var43 Var44 Var45 Var46 Var47 Var48 Var49 Var50 Var51 Var52 Var53 Var54 Var55 Var56 Var57 Var58 Var59 Var60 Var61 Var62 Var63 Var64 Var65 Var66 Var67 Var68 Var69 Var70 Var71 Var72 Var73 Var74 Var75 Var76 Var77 Var78 Var79 Var80 Var81 Var82 Var83 Var84 Var85 Var86 Var87 Var88 Var89 Var90 Var91 Var92 Var93 Var94 Var95 Var96 Var97 Var98 Var99 Var100 Var101 Var102 Var103 Var104 Var105 Var106 Var107 Var108 Var109 Var110 Var111 Var112 Var113 Var114 Var115 Var116 Var117 Var118 Var119 Var120 Var121 Var122 Var123 Var124 Var125 Var126 Var127 Var128 Var129 Var130 Var131 Var132 Var133 Var134 Var135 Var136 Var137 Var138 Var139 Var140 Var141 Var142 Var143 Var144 Var145 Var146 Var147 Var148 Var149 Var150 Var151 Var152 Var153 Var154 Var155 Var156 Var157 Var158 Var159 Var160 Var161 Var162 Var163 Var164 Var165 Var166 Var167 Var168 Var169 Var170 Var171 Var172 Var173 Var174 Var175 Var176 Var177 Var178 Var179 Var180 Var181 Var182 Var183 Var184 Var185 Var186 Var187 Var188 Var189 Var190 Var191 Var192 Var193 Var194 Var195 Var196 Var197 Var198 Var199 Var200 Var201 Var202 Var203 Var204 Var205 Var206 Var207 Var208 Var209 Var210 Var211 Var212 Var213 Var214 Var215 Var216 Var217 Var218 Var219 Var220 Var221 Var222 Var223 Var224 Var225 Var226 Var227 Var228 Var229 Var230
0 NaN NaN NaN NaN NaN 1225.0 7.0 NaN NaN NaN NaN NaN 100.0 NaN NaN NaN NaN NaN NaN NaN 156.0 195.0 NaN 0.0 72.0 NaN NaN 166.56 NaN NaN NaN NaN NaN NaN 0.0 NaN NaN 4259232.0 NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 2.565264 NaN NaN NaN NaN NaN NaN NaN 9.0 NaN NaN NaN NaN NaN NaN NaN 106 7.0 NaN 959480.0 NaN 0.0 NaN NaN 70399.20 NaN 15.0 NaN 10.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 32.0 NaN NaN 40.0 383386.4 NaN NaN NaN NaN NaN 620.0 NaN NaN NaN 54.0 NaN 20646.0 NaN NaN NaN NaN NaN NaN 0.0 756720.0 1123876.0 NaN NaN NaN NaN NaN 1915.0 NaN NaN 0.0 9.0 NaN NaN NaN NaN 0.0 NaN NaN NaN 8335680.0 NaN NaN NaN NaN NaN NaN 16.0 NaN NaN 1689774.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN xddq9ayfAo RO12 NaN taul 1K8T PShj iJzviRg 17VONbZnAuZ90atz MF5EBmj NaN WVvO 9_Y1 vm5R VpdQ haYg 7M47J5GA0pTYIFxg5uy kIsH NaN uKAI L84s H4p93_uThXwSG NaN XREFJCi NaN 7WwzJJY OgPm cJvF FzaX ch2oGfM Al6ZaUT P6pu4Vl LM8l689qOp NaN ELof 7P5s ZI9m R4y5gQQWY8OodqDV NaN NaN
1 NaN NaN NaN NaN NaN 259.0 0.0 NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN 192.0 240.0 NaN 0.0 40.0 NaN NaN 300.32 NaN NaN NaN NaN NaN NaN 5.0 NaN NaN 4859550.0 NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 1.464003 NaN NaN NaN NaN NaN NaN NaN 9.0 NaN NaN NaN NaN NaN NaN 3.0 16 0.0 NaN 2413880.0 NaN 3.0 NaN NaN 145373.70 NaN 20.0 NaN 10.0 NaN NaN NaN NaN NaN NaN NaN NaN 481320.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 32.0 NaN NaN 32.0 143287.6 NaN NaN NaN NaN NaN 590.0 NaN NaN NaN 72.0 NaN 0.0 NaN NaN NaN NaN NaN NaN 16.0 4322755.0 445056.0 NaN NaN NaN NaN NaN 0.0 NaN NaN 0.0 9.0 NaN NaN NaN NaN 0.0 NaN NaN NaN 10646080.0 NaN NaN NaN NaN NaN NaN 36.0 NaN NaN 1038444.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN cFHt0GoOh3 RO12 NaN taul 1K8T lK27 rsmctTK 7ONkRNQCK7 NaN NaN aFB2 9_Y1 t_4G VpdQ zm5i me75fM6ugJ kIsH NaN uKAI L84s NhsEn4L NaN NaN NaN kZJyVg2 4ls8 cJvF FzaX Kgofc8E oslk S46Rt72 LM8l689qOp NaN NaN Qu4f RAYp F2FyR07IdsN7I NaN NaN
2 NaN NaN NaN NaN NaN 861.0 14.0 NaN NaN NaN NaN NaN 236.0 NaN NaN NaN NaN NaN NaN NaN 32.0 40.0 NaN 0.0 8.0 NaN NaN 186.64 NaN NaN NaN NaN NaN NaN 0.0 NaN NaN 10038840.0 NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 4.737663 NaN NaN NaN NaN NaN NaN NaN 18.0 NaN NaN NaN NaN NaN NaN 6.0 36 84.0 NaN 4104304.0 NaN 0.0 NaN NaN 196722.00 NaN 5.0 NaN 0.0 NaN NaN NaN NaN NaN NaN NaN NaN 8343.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 16.0 NaN NaN 8.0 277564.0 NaN NaN NaN NaN NaN 265.0 NaN NaN NaN 24.0 NaN 1314.0 10.0 NaN NaN NaN NaN NaN 0.0 170600.0 401068.0 NaN NaN NaN NaN NaN 260.0 NaN NaN 0.0 18.0 NaN NaN NaN NaN 0.0 NaN NaN NaN 12102520.0 NaN NaN NaN NaN NaN NaN 2.0 NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN 198.0 NaN NaN zcROj17IEC RO12 NaN taul 1K8T oXaB I6Bd3iM bGUqwlz NaN NaN 6k5I 9_Y1 iVbl VpdQ zm5i me75fM6ugJ kIsH NaN uKAI L84s NhsEn4L NaN NaN NaN kZJtVhC 0b0w cJvF FzaX bBmOw16 oslk CcdTy9x LM8l689qOp NaN NaN 7aLG RAYp F2FyR07IdsN7I NaN NaN
3 NaN NaN NaN NaN NaN 1568.0 7.0 NaN NaN NaN NaN NaN 1232.0 NaN NaN NaN NaN NaN NaN NaN 448.0 560.0 NaN 4.0 88.0 NaN NaN 166.56 NaN NaN NaN NaN NaN NaN 0.0 NaN NaN 116760.0 NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 4.292673 NaN NaN NaN NaN NaN NaN NaN 9.0 NaN NaN NaN NaN NaN NaN NaN 154 0.0 NaN 398120.0 NaN 0.0 NaN NaN 17557.35 NaN 0.0 NaN 14.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 88.0 NaN NaN 144.0 -44461.6 NaN NaN NaN NaN NaN 1290.0 NaN NaN NaN 36.0 NaN 53865.0 NaN NaN NaN NaN NaN NaN 0.0 1817570.0 90822.0 NaN NaN NaN NaN NaN 275.0 NaN NaN 0.0 18.0 NaN NaN NaN NaN 108871.0 NaN NaN NaN 1967840.0 NaN NaN NaN NaN NaN NaN 140.0 NaN NaN 82860.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN 336.0 NaN NaN gOyq9ayE15 2Knk1KF SEuy taul 1K8T tzKK Te2s8CN hOpRIhsUSP x0xpMjN smXZ kVZt 9_Y1 vm5R VpdQ 6JmL me75fM6ugJ kIsH NaN uKAI L84s XfqtO3UdzaXh_ NaN 3yoa8Yv NaN XTbPUYD XqfQ UYBR AU8pNoi rDm6pd1 oslk Q53Rkup LM8l689qOp NaN kG3k 7P5s RAYp TCU50_Yjmm6GIBZ0lL_ am7c NaN
4 NaN NaN NaN NaN NaN 1197.0 7.0 NaN NaN NaN NaN NaN 204.0 NaN NaN NaN NaN NaN NaN NaN 100.0 125.0 NaN 8.0 40.0 NaN NaN 133.12 NaN NaN NaN NaN NaN NaN 0.0 NaN NaN 257772.0 NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 1.977569 NaN NaN NaN NaN NaN NaN NaN 9.0 NaN NaN NaN NaN NaN NaN NaN 138 7.0 NaN 728568.0 NaN 0.0 NaN NaN 16789.98 NaN 5.0 NaN 14.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 104.0 NaN NaN 56.0 46302.0 NaN NaN NaN NaN NaN 455.0 NaN NaN NaN 12.0 NaN 8334.0 64.0 NaN NaN NaN NaN NaN 0.0 36465.0 49218.0 NaN NaN NaN NaN NaN 205.0 NaN NaN 0.0 18.0 NaN NaN NaN NaN 37737.0 NaN NaN NaN 752916.0 NaN NaN NaN NaN NaN NaN 6.0 NaN NaN 129618.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN voArjIXt5a onTuEhrJJQy_H3IHkZku5AFczhYGqxJ890 NaN taul 1K8T 80HR fqeOwLG nJy8d8N5V7yiy IBmPo7a NaN oyu5 9_Y1 WIr3 VpdQ kxE9 7M47J5GA0pTYIFxg5uy kIsH NaN uKAI L84s H4p93_uThXwSG NaN c02HCHI NaN _JdEa95 bOvW cJvF FzaX fxJmel6 Al6ZaUT WfsWw2A LM8l689qOp NaN ELof 5Acm ZI9m iyHGyLCEkQ am7c NaN